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url: https://medium.com/@the_manoj_desai/model-context-protocol-mcp-clearly-explained-7b94e692001c
title: Model Context Protocol (MCP) Clearly Explained | by Manoj Desai | Mar, 2025 | Medium
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# Model Context Protocol (MCP) Clearly Explained

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# **What is MCP.?**

The Model Context Protocol (MCP) is a standardized protocol that connects AI agents to various external tools and data sources.

**_Imagine it as a USB-C port — but for AI applications._**

# **Why use MCP instead of traditional APIs?**

Connecting an AI system to external tools involves integrating multiple APIs. Each API integration means separate code, documentation, authentication methods, error handling, and maintenance.

# **MCP vs API Quick comparison**

# **Key differences**

**Single protocol:** MCP acts as a standardized “connector,” so integrating one MCP means potential access to multiple tools and services, not just one

**Dynamic discovery:** MCP allows AI models to dynamically discover and interact with available tools without hard-coded knowledge of each integration

**Two-way communication:** MCP supports persistent, real-time two-way communication — similar to WebSockets. The AI model can both retrieve information and trigger actions dynamically

# **The architecture**

**MCP Hosts:** These are applications (like Claude Desktop or AI-driven IDEs) needing access to external data or tools

**MCP Clients:** They maintain dedicated, one-to-one connections with MCP servers

**MCP Servers:** Lightweight servers exposing specific functionalities via MCP, connecting to local or remote data sources

# **When to use MCP?**

> **_Use case 1_**
> 
> **Smart Customer Support System**
> 
> **Using APIs:** A company builds a chatbot by integrating APIs for CRM (e.g., Salesforce), ticketing (e.g., Zendesk), and knowledge bases, requiring custom logic for authentication, data retrieval, and response generation.
> 
> **Using MCP:** The AI support assistant seamlessly pulls customer history, checks order status, and suggests resolutions without direct API integrations. It dynamically interacts with CRM, ticketing, and FAQ systems through MCP, reducing complexity and improving responsiveness.
> 
> **_Use case 2_**
> 
> **AI-Powered Personal Finance Manager**
> 
> **Using APIs:** A personal finance app integrates multiple APIs for banking, credit cards, investment platforms, and expense tracking, requiring separate authentication and data handling for each.
> 
> **Using MCP:** The AI finance assistant effortlessly aggregates transactions, categorizes spending, tracks investments, and provides financial insights by connecting to all financial services via MCP — no need for custom API logic per institution.
> 
> **_Use case 3_**
> 
> **Autonomous Code Refactoring & Optimization**
> 
> **Using APIs:** A developer integrates multiple tools separately — static analysis (e.g., SonarQube), performance profiling (e.g., PySpy), and security scanning (e.g., Snyk). Each requires custom logic for API authentication, data processing, and result aggregation.
> 
> **Using MCP:** An AI-powered coding assistant seamlessly analyzes, refactors, optimizes, and secures code by interacting with all these tools via a unified MCP layer. It dynamically applies best practices, suggests improvements, and ensures compliance without needing manual API integrations.

# **When are traditional APIs better?​**

  1. **Precise control** over specific, restricted functionalities
  2. **Optimized performance** with tightly coupled integrations
  3. **High predictability** with minimal AI-driven autonomy



> **MCP is ideal for flexible, context-aware applications but may not suit highly controlled, deterministic use cases.**

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url: https://docs.openwebui.com/roadmap/
title: 🛣️ Roadmap | Open WebUI
scrape_date: 2025-03-17T13:01:14.970461
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  * [🏡 Home](/)
  * [🚀 Getting Started](/getting-started/)

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  * [👥 Our Team](/team)



  * [](/)
  * 🛣️ Roadmap



On this page

# 🛣️ Roadmap

Sponsored by Dave Waring

[![Dave Waring](/ads/sponsor-banner-1.png)![Dave Waring](/ads/sponsor-banner-small-1.png)](https://davewaring.com/tag/digital-brain-building/)

Follow along as I build my own AI powered digital brain.

At Open WebUI, we're committed to continually enhancing our platform to provide the best experience for our users. Below, you'll find the structured roadmap for our ongoing and future developments, categorized into Interface, Information Retrieval, and Community.

## Interface 🖥️​

Our roadmap for interface innovations aims to create a highly intuitive and accessible platform. These will not only improves user satisfaction but also enhance productivity by reducing the cognitive load on users.

  * 🔗 **ReACT Tool Calling Support** : The platform will implement ReACT (Reasoning + Acting) for on-the-fly tool function calling, enabling models to dynamically interact with external tools in real-time during conversations. This advanced capability will make workflows more interactive and efficient, streamlining problem-solving within the ecosystem.

  * 📜 **MCP (Model Context Protocol) Tools Support** : Introducing support for the MCP framework to establish seamless communication and context tracking across interconnected AI systems and modules. This ensures that context is preserved, workflows are maintained, and tools function cohesively, reducing the need for manual intervention or reinitialization.

  * 📦 **Packaged Single Binary Executable** : Simplifying deployment and ensuring compatibility across different platforms, we aim to offer our interface as a single binary executable. This approach will facilitate effortless installation and updates, significantly enhancing usability for all users, especially those with limited technical expertise.

  * 👤 **User Page** : A personal User Page feature where users can create posts. The functionality will also include features like followers, likes, and comments. This allows users to effectively share their model configurations, prompts, and files with a broader community, creating a richer, more connected ecosystem around the platform.

  * 📝 **AI Powered Notes** : Inspired by tools like Notion and Obsidian, we plan to introduce a robust note-taking feature that includes AI integration. From simple note-taking to full-fledged document creation, this tool will offer a seamless experience, all locally integrated within the platform.

  * 📈 **Advanced User Tracking and Cost Management Tools** : Users will gain access to comprehensive tools designed for tracking application performance and user activities, as well as managing costs effectively. These tools will empower users with the data they need to make informed decisions, improve user experiences, and maintain budget control, optimizing the use of resources across their AI applications.

  * 🧠 **AI Workflow Tool** : A node-based tool to orchestrate and compose multiple aspects of AI systems. This tool will allow users to visually connect different AI modules and services, creating complex workflows with ease. It's designed to empower users to harness the full potential of AI without needing deep technical knowledge in AI programming.

  * 🔊 **Local Text-to-Speech Integration** : This feature will allow natural language processing to convert text into lifelike spoken audio, thus making the platform more accessible, especially for visually impaired users. This integration helps in consuming information without screen interaction, facilitating multitasking and improving user engagement.

  * 📣 **Wakeword Detection** : Incorporating hands-free operation through voice commands will not only enhance accessibility but also align with emerging trends in IoT and smart environments, making our platform future-ready.

  * 💻 **Better Code Execution** : Enhancing coding functionalities within the platform supports a broad range of development activities, making it a one-stop solution for developers, thereby attracting a wider tech audience and fostering a robust developer community.

  * 🤖 **Code Interpreter Function** : A flexible code interpreter embedded into the platform can support multiple programming languages, which reduces the dependency on external tools and streamlines the development process, increasing efficiency.

  * 🔧 **Streamlined Fine-tune Support** : Open WebUI will offer a seamless fine-tuning process by allowing users to automatically build a fine-tune dataset simply by using the interface and rating the responses. We will provide Python notebooks to help preprocess your dataset, making it ready for fine-tuning directly from the notebook. This approach will be super simple and elegantly integrates fine-tuning into user workflows.




## Information Retrieval (RAG) 📚​

Open WebUI currently provides an interface that enables the use of existing information retrieval (IR) models efficiency. However, we believe there is vast potential for improvement. We fully recognize the limitations of our current RAG (Retrieval-Augmented Generation) implementation in our WebUI, understanding that a one-size-fits-all approach does not effectively meet all users' needs.

To address this, we are committed to transforming our framework to be highly modular and extensively configurable. This new direction will enable users to tailor the information retrieval process to their specific requirements with ease, using a straightforward, interactive interface that allows for simple drag-and-drop customization. This refinement aims to significantly enhance user experience by providing a more adaptable and personalized IR setup.

Here's our focused plan for advancing our information retrieval capabilities:

  * 🌐 **Customizable RAG Framework** : Envision a future where you can effortlessly tailor your IR setup via a user-friendly interface. This will include modular components that users can drag, drop, and configure without needing deep technical knowledge.

  * 🔄 **Advanced Integration with SoTA Methods** : We aim to incorporate the latest developments in retrieval methods, enhancing accuracy and efficiency with advanced techniques and architectures.

  * 🔍 **Dedicated R &D**: We’re scaling up our research and development to discover and integrate novel retrieval methods that push the boundaries of current methods, in collaboration with leading research entities.




## Community 🤝​

We aim to create a vibrant community where everyone can contribute to and benefit from shared knowledge and developments:

  * 🏆 **LLM Leaderboard** : A community-driven approach to evaluate and rank models ensures transparency and continuous improvement, leveraging real-world applications to benchmark performance instead of relying on standard datasets that might not reflect practical utility.

  * 👥 **Sub-Communities** : Encouraging niche communities to curate datasets and optimize prompts can lead to better-tuned models, as these communities have specific insights and detailed feedback that typically go unnoticed in broader datasets.




🔗 **Community Whitepaper** : Explore our detailed strategy and join us in shaping the future of AI-driven platforms in our [whitepaper](https://openwebui.com/assets/files/whitepaper.pdf).

# Vision for the Future 🔭

Our relentless effort stems from a clear vision we hold dearly: enhancing your daily life, saving time and allowing for more focus on what truly matters.

Imagine a world where you think, and it happens. You desire a cup of coffee made exactly the way you love, and it's brewed for you. A world where you, simply think of a comprehensive data analysis report in a particular format, and it's done at the speed of your thought. The core idea is to turn the time-consuming, routine tasks over to our AI interface, freeing up your time and attention.

This isn’t a sci-fi future; together, we are working towards it right now. As our AI models gradually become more capable and intuitively understand your specific needs, your most mundane responsibilities become automated. Through this profound shift, our collective time allowance can be redistributed towards grand endeavours. Think space exploration, longevity research or simply extra moments with loved ones.

Creating this imagined future won't be a walk in the park, but with your help, we believe it's within our reach. Open WebUI is more than just tech - it's there to enhance your day, giving you more space for what's really important. Together, we're working on a brighter tomorrow. Thanks for joining us in this extraordinary journey.

* * *

Join us as we push the boundaries of technology with these ambitious and transformative features in our roadmap! 💡🚀 Your participation and feedback are crucial as we strive to make Open WebUI a pioneering tool in technology advancement.

[Edit this page](https://github.com/open-webui/docs/blob/main/docs/roadmap.mdx)

[Previous📋 FAQ](/faq)[Next🤝 Contributing](/contributing)

  * Interface 🖥️
  * Information Retrieval (RAG) 📚
  * Community 🤝



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  * [FAQ](/faq)



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  * [𝕏](https://x.com/OpenWebUI)



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  * [Release Notes](https://github.com/open-webui/open-webui/blob/main/CHANGELOG.md)
  * [About](https://openwebui.com)



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url: https://spec.modelcontextprotocol.io/specification/2024-11-05/architecture/
title: Architecture – Model Context Protocol Specification
scrape_date: 2025-03-17T13:01:14.970467
content_type: markdown
hash: 95d32c4bb9012b48de8aeea8a786f204760ebcb066687fb1e7324501423434c7
content:
[![Model Context Protocol Specification](/images/light.svg) ![Model Context Protocol Specification](/images/dark.svg) ](/latest)[Specification (Draft) ](/draft "Specification \(Draft\)")[Specification (Latest) ](/latest "Specification \(Latest\)")[Resources](/resources "Resources")

`CTRL K`




[ GitHub ](https://github.com/modelcontextprotocol/specification "GitHub")

`CTRL K`




  * [Specification ](/specification/)

    * [Specification (Draft) ](/specification/draft/)

      * [Architecture](/specification/draft/architecture/)
      * [Base Protocol ](/specification/draft/basic/)

        * [Transports](/specification/draft/basic/transports/)
        * [Authorization](/specification/draft/basic/authorization/)
        * [Messages](/specification/draft/basic/messages/)
        * [Lifecycle](/specification/draft/basic/lifecycle/)
        * [Versioning](/specification/draft/basic/versioning/)
        * [Utilities ](/specification/draft/basic/utilities/)

          * [Ping](/specification/draft/basic/utilities/ping/)
          * [Cancellation](/specification/draft/basic/utilities/cancellation/)
          * [Progress](/specification/draft/basic/utilities/progress/)

      * [Server Features ](/specification/draft/server/)

        * [Prompts](/specification/draft/server/prompts/)
        * [Resources](/specification/draft/server/resources/)
        * [Tools](/specification/draft/server/tools/)
        * [Utilities ](/specification/draft/server/utilities/)

          * [Completion](/specification/draft/server/utilities/completion/)
          * [Logging](/specification/draft/server/utilities/logging/)
          * [Pagination](/specification/draft/server/utilities/pagination/)

      * [Client Features ](/specification/draft/client/)

        * [Roots](/specification/draft/client/roots/)
        * [Sampling](/specification/draft/client/sampling/)

      * [Contributions](/specification/draft/contributing/)
      * [Revisions ](/specification/draft/revisions/)

        * [2024-11-05 (Current)](/specification/draft/revisions/2024-11-05/)

    * [Specification (Latest) ](/specification/2024-11-05/)

      * [Architecture](/specification/2024-11-05/architecture/)
        * Core Components
        * Design Principles
        * Message Types
        * Capability Negotiation
      * [Base Protocol ](/specification/2024-11-05/basic/)

        * [Messages](/specification/2024-11-05/basic/messages/)
        * [Lifecycle](/specification/2024-11-05/basic/lifecycle/)
        * [Transports](/specification/2024-11-05/basic/transports/)
        * [Versioning](/specification/2024-11-05/basic/versioning/)
        * [Utilities ](/specification/2024-11-05/basic/utilities/)

          * [Ping](/specification/2024-11-05/basic/utilities/ping/)
          * [Cancellation](/specification/2024-11-05/basic/utilities/cancellation/)
          * [Progress](/specification/2024-11-05/basic/utilities/progress/)

      * [Server Features ](/specification/2024-11-05/server/)

        * [Prompts](/specification/2024-11-05/server/prompts/)
        * [Resources](/specification/2024-11-05/server/resources/)
        * [Tools](/specification/2024-11-05/server/tools/)
        * [Utilities ](/specification/2024-11-05/server/utilities/)

          * [Completion](/specification/2024-11-05/server/utilities/completion/)
          * [Logging](/specification/2024-11-05/server/utilities/logging/)
          * [Pagination](/specification/2024-11-05/server/utilities/pagination/)

      * [Client Features ](/specification/2024-11-05/client/)

        * [Roots](/specification/2024-11-05/client/roots/)
        * [Sampling](/specification/2024-11-05/client/sampling/)

      * [Contributions](/specification/2024-11-05/contributing/)
      * [Revisions ](/specification/2024-11-05/revisions/)

        * [2024-11-05 (Current)](/specification/2024-11-05/revisions/2024-11-05/)

  * [Schema ↗](https://github.com/modelcontextprotocol/specification/tree/main/schema)
  * More
  * [User Guide ↗](https://modelcontextprotocol.io)
  * [Python SDK ↗](https://github.com/modelcontextprotocol/python-sdk)
  * [TypeScript SDK ↗](https://github.com/modelcontextprotocol/typescript-sdk)


  * [Specification (Draft) ](/specification/draft/)

    * [Architecture](/specification/draft/architecture/)
    * [Base Protocol ](/specification/draft/basic/)

      * [Transports](/specification/draft/basic/transports/)
      * [Authorization](/specification/draft/basic/authorization/)
      * [Messages](/specification/draft/basic/messages/)
      * [Lifecycle](/specification/draft/basic/lifecycle/)
      * [Versioning](/specification/draft/basic/versioning/)
      * [Utilities ](/specification/draft/basic/utilities/)

        * [Ping](/specification/draft/basic/utilities/ping/)
        * [Cancellation](/specification/draft/basic/utilities/cancellation/)
        * [Progress](/specification/draft/basic/utilities/progress/)

    * [Server Features ](/specification/draft/server/)

      * [Prompts](/specification/draft/server/prompts/)
      * [Resources](/specification/draft/server/resources/)
      * [Tools](/specification/draft/server/tools/)
      * [Utilities ](/specification/draft/server/utilities/)

        * [Completion](/specification/draft/server/utilities/completion/)
        * [Logging](/specification/draft/server/utilities/logging/)
        * [Pagination](/specification/draft/server/utilities/pagination/)

    * [Client Features ](/specification/draft/client/)

      * [Roots](/specification/draft/client/roots/)
      * [Sampling](/specification/draft/client/sampling/)

    * [Contributions](/specification/draft/contributing/)
    * [Revisions ](/specification/draft/revisions/)

      * [2024-11-05 (Current)](/specification/draft/revisions/2024-11-05/)

  * [Specification (Latest) ](/specification/2024-11-05/)

    * [Architecture](/specification/2024-11-05/architecture/)
    * [Base Protocol ](/specification/2024-11-05/basic/)

      * [Messages](/specification/2024-11-05/basic/messages/)
      * [Lifecycle](/specification/2024-11-05/basic/lifecycle/)
      * [Transports](/specification/2024-11-05/basic/transports/)
      * [Versioning](/specification/2024-11-05/basic/versioning/)
      * [Utilities ](/specification/2024-11-05/basic/utilities/)

        * [Ping](/specification/2024-11-05/basic/utilities/ping/)
        * [Cancellation](/specification/2024-11-05/basic/utilities/cancellation/)
        * [Progress](/specification/2024-11-05/basic/utilities/progress/)

    * [Server Features ](/specification/2024-11-05/server/)

      * [Prompts](/specification/2024-11-05/server/prompts/)
      * [Resources](/specification/2024-11-05/server/resources/)
      * [Tools](/specification/2024-11-05/server/tools/)
      * [Utilities ](/specification/2024-11-05/server/utilities/)

        * [Completion](/specification/2024-11-05/server/utilities/completion/)
        * [Logging](/specification/2024-11-05/server/utilities/logging/)
        * [Pagination](/specification/2024-11-05/server/utilities/pagination/)

    * [Client Features ](/specification/2024-11-05/client/)

      * [Roots](/specification/2024-11-05/client/roots/)
      * [Sampling](/specification/2024-11-05/client/sampling/)

    * [Contributions](/specification/2024-11-05/contributing/)
    * [Revisions ](/specification/2024-11-05/revisions/)

      * [2024-11-05 (Current)](/specification/2024-11-05/revisions/2024-11-05/)

  * [Schema ↗](https://github.com/modelcontextprotocol/specification/tree/main/schema)
  * More
  * [User Guide ↗](https://modelcontextprotocol.io)
  * [Python SDK ↗](https://github.com/modelcontextprotocol/python-sdk)
  * [TypeScript SDK ↗](https://github.com/modelcontextprotocol/typescript-sdk)



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On this page

  * Core Components
  * Host
  * Clients
  * Servers
  * Design Principles
  * Message Types
  * Capability Negotiation



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[Specification](/specification/)

[Specification (Latest)](/specification/2024-11-05/)

Architecture

# Architecture

The Model Context Protocol (MCP) follows a client-host-server architecture where each host can run multiple client instances. This architecture enables users to integrate AI capabilities across applications while maintaining clear security boundaries and isolating concerns. Built on JSON-RPC, MCP provides a stateful session protocol focused on context exchange and sampling coordination between clients and servers.

## Core Components
    
    
    graph LR
        subgraph "Application Host Process"
            H[Host]
            C1[Client 1]
            C2[Client 2]
            C3[Client 3]
            H --> C1
            H --> C2
            H --> C3
        end
    
        subgraph "Local machine"
            S1[Server 1  
    Files & Git]
            S2[Server 2  
    Database]
            R1[("Local  
    Resource A")]
            R2[("Local  
    Resource B")]
    
            C1 --> S1
            C2 --> S2
            S1 <--> R1
            S2 <--> R2
        end
    
        subgraph "Internet"
            S3[Server 3  
    External APIs]
            R3[("Remote  
    Resource C")]
    
            C3 --> S3
            S3 <--> R3
        end

### Host

The host process acts as the container and coordinator:

  * Creates and manages multiple client instances
  * Controls client connection permissions and lifecycle
  * Enforces security policies and consent requirements
  * Handles user authorization decisions
  * Coordinates AI/LLM integration and sampling
  * Manages context aggregation across clients



### Clients

Each client is created by the host and maintains an isolated server connection:

  * Establishes one stateful session per server
  * Handles protocol negotiation and capability exchange
  * Routes protocol messages bidirectionally
  * Manages subscriptions and notifications
  * Maintains security boundaries between servers



A host application creates and manages multiple clients, with each client having a 1:1 relationship with a particular server.

### Servers

Servers provide specialized context and capabilities:

  * Expose resources, tools and prompts via MCP primitives
  * Operate independently with focused responsibilities
  * Request sampling through client interfaces
  * Must respect security constraints
  * Can be local processes or remote services



## Design Principles

MCP is built on several key design principles that inform its architecture and implementation:

  1. **Servers should be extremely easy to build**

     * Host applications handle complex orchestration responsibilities
     * Servers focus on specific, well-defined capabilities
     * Simple interfaces minimize implementation overhead
     * Clear separation enables maintainable code
  2. **Servers should be highly composable**

     * Each server provides focused functionality in isolation
     * Multiple servers can be combined seamlessly
     * Shared protocol enables interoperability
     * Modular design supports extensibility
  3. **Servers should not be able to read the whole conversation, nor "see into" other servers**

     * Servers receive only necessary contextual information
     * Full conversation history stays with the host
     * Each server connection maintains isolation
     * Cross-server interactions are controlled by the host
     * Host process enforces security boundaries
  4. **Features can be added to servers and clients progressively**

     * Core protocol provides minimal required functionality
     * Additional capabilities can be negotiated as needed
     * Servers and clients evolve independently
     * Protocol designed for future extensibility
     * Backwards compatibility is maintained



## Message Types

MCP defines three core message types based on [JSON-RPC 2.0](https://www.jsonrpc.org/specification):

  * **Requests** : Bidirectional messages with method and parameters expecting a response
  * **Responses** : Successful results or errors matching specific request IDs
  * **Notifications** : One-way messages requiring no response



Each message type follows the JSON-RPC 2.0 specification for structure and delivery semantics.

## Capability Negotiation

The Model Context Protocol uses a capability-based negotiation system where clients and servers explicitly declare their supported features during initialization. Capabilities determine which protocol features and primitives are available during a session.

  * Servers declare capabilities like resource subscriptions, tool support, and prompt templates
  * Clients declare capabilities like sampling support and notification handling
  * Both parties must respect declared capabilities throughout the session
  * Additional capabilities can be negotiated through extensions to the protocol


    
    
    sequenceDiagram
        participant Host
        participant Client
        participant Server
    
        Host->>+Client: Initialize client
        Client->>+Server: Initialize session with capabilities
        Server-->>Client: Respond with supported capabilities
    
        Note over Host,Server: Active Session with Negotiated Features
    
        loop Client Requests
            Host->>Client: User- or model-initiated action
            Client->>Server: Request (tools/resources)
            Server-->>Client: Response
            Client-->>Host: Update UI or respond to model
        end
    
        loop Server Requests
            Server->>Client: Request (sampling)
            Client->>Host: Forward to AI
            Host-->>Client: AI response
            Client-->>Server: Response
        end
    
        loop Notifications
            Server--)Client: Resource updates
            Client--)Server: Status changes
        end
    
        Host->>Client: Terminate
        Client->>-Server: End session
        deactivate Server

Each capability unlocks specific protocol features for use during the session. For example:

  * Implemented [server features](https://spec.modelcontextprotocol.io/specification/2024-11-05/server/) must be advertised in the server's capabilities
  * Emitting resource subscription notifications requires the server to declare subscription support
  * Tool invocation requires the server to declare tool capabilities
  * [Sampling](https://spec.modelcontextprotocol.io/specification/2024-11-05/client/) requires the client to declare support in its capabilities



This capability negotiation ensures clients and servers have a clear understanding of supported functionality while maintaining protocol extensibility.

[Powered by Hextra](https://github.com/imfing/hextra "Hextra GitHub Homepage")


url: https://modelcontextprotocol.io/docs/concepts/architecture
title: Core architecture - Model Context Protocol
scrape_date: 2025-03-17T13:01:15.122952
content_type: markdown
hash: 4941f3da101751d7d5f8882910dd93a2e88d4d38710bc6432876867da538ff44
content:
[Model Context Protocol home page![light logo](https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/light.svg)![dark logo](https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/dark.svg)](/)

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* [Python SDK](https://github.com/modelcontextprotocol/python-sdk)
* [TypeScript SDK](https://github.com/modelcontextprotocol/typescript-sdk)
* [Java SDK](https://github.com/modelcontextprotocol/java-sdk)
* [Kotlin SDK](https://github.com/modelcontextprotocol/kotlin-sdk)
* [Specification](https://spec.modelcontextprotocol.io)

##### Get Started

  * [Introduction](/introduction)
  * Quickstart

  * [Example Servers](/examples)
  * [Example Clients](/clients)



##### Tutorials

  * [Building MCP with LLMs](/tutorials/building-mcp-with-llms)
  * [Debugging](/docs/tools/debugging)
  * [Inspector](/docs/tools/inspector)



##### Concepts

  * [Core architecture](/docs/concepts/architecture)
  * [Resources](/docs/concepts/resources)
  * [Prompts](/docs/concepts/prompts)
  * [Tools](/docs/concepts/tools)
  * [Sampling](/docs/concepts/sampling)
  * [Roots](/docs/concepts/roots)
  * [Transports](/docs/concepts/transports)



##### Development

  * [What's New](/development/updates)
  * [Roadmap](/development/roadmap)
  * [Contributing](/development/contributing)



[Model Context Protocol home page![light logo](https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/light.svg)![dark logo](https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/dark.svg)](/)

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  * [GitHub](https://github.com/modelcontextprotocol)



Search...

Navigation

Concepts

Core architecture

[Documentation](/introduction)[SDKs](/sdk/java/mcp-overview)

[Documentation](/introduction)[SDKs](/sdk/java/mcp-overview)

* [GitHub](https://github.com/modelcontextprotocol)

Concepts

# Core architecture

Understand how MCP connects clients, servers, and LLMs

The Model Context Protocol (MCP) is built on a flexible, extensible architecture that enables seamless communication between LLM applications and integrations. This document covers the core architectural components and concepts.

## 

​

Overview

MCP follows a client-server architecture where:

  * **Hosts** are LLM applications (like Claude Desktop or IDEs) that initiate connections
  * **Clients** maintain 1:1 connections with servers, inside the host application
  * **Servers** provide context, tools, and prompts to clients



## 

​

Core components

### 

​

Protocol layer

The protocol layer handles message framing, request/response linking, and high-level communication patterns.

  * TypeScript
  * Python


    
    
    class Protocol<Request, Notification, Result> {
        // Handle incoming requests
        setRequestHandler<T>(schema: T, handler: (request: T, extra: RequestHandlerExtra) => Promise<Result>): void
    
        // Handle incoming notifications
        setNotificationHandler<T>(schema: T, handler: (notification: T) => Promise<void>): void
    
        // Send requests and await responses
        request<T>(request: Request, schema: T, options?: RequestOptions): Promise<T>
    
        // Send one-way notifications
        notification(notification: Notification): Promise<void>
    }
    

Key classes include:

  * `Protocol`
  * `Client`
  * `Server`



### 

​

Transport layer

The transport layer handles the actual communication between clients and servers. MCP supports multiple transport mechanisms:

  1. **Stdio transport**

     * Uses standard input/output for communication
     * Ideal for local processes
  2. **HTTP with SSE transport**

     * Uses Server-Sent Events for server-to-client messages
     * HTTP POST for client-to-server messages



All transports use [JSON-RPC](https://www.jsonrpc.org/) 2.0 to exchange messages. See the [specification](https://spec.modelcontextprotocol.io) for detailed information about the Model Context Protocol message format.

### 

​

Message types

MCP has these main types of messages:

  1. **Requests** expect a response from the other side:
    
        interface Request {
      method: string;
      params?: { ... };
    }
    

  2. **Results** are successful responses to requests:
    
        interface Result {
      [key: string]: unknown;
    }
    

  3. **Errors** indicate that a request failed:
    
        interface Error {
      code: number;
      message: string;
      data?: unknown;
    }
    

  4. **Notifications** are one-way messages that don’t expect a response:
    
        interface Notification {
      method: string;
      params?: { ... };
    }
    




## 

​

Connection lifecycle

### 

​

1\. Initialization

  1. Client sends `initialize` request with protocol version and capabilities
  2. Server responds with its protocol version and capabilities
  3. Client sends `initialized` notification as acknowledgment
  4. Normal message exchange begins



### 

​

2\. Message exchange

After initialization, the following patterns are supported:

  * **Request-Response** : Client or server sends requests, the other responds
  * **Notifications** : Either party sends one-way messages



### 

​

3\. Termination

Either party can terminate the connection:

  * Clean shutdown via `close()`
  * Transport disconnection
  * Error conditions



## 

​

Error handling

MCP defines these standard error codes:
    
    
    enum ErrorCode {
      // Standard JSON-RPC error codes
      ParseError = -32700,
      InvalidRequest = -32600,
      MethodNotFound = -32601,
      InvalidParams = -32602,
      InternalError = -32603
    }
    

SDKs and applications can define their own error codes above -32000.

Errors are propagated through:

  * Error responses to requests
  * Error events on transports
  * Protocol-level error handlers



## 

​

Implementation example

Here’s a basic example of implementing an MCP server:

  * TypeScript
  * Python


    
    
    import { Server } from "@modelcontextprotocol/sdk/server/index.js";
    import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
    
    const server = new Server({
      name: "example-server",
      version: "1.0.0"
    }, {
      capabilities: {
        resources: {}
      }
    });
    
    // Handle requests
    server.setRequestHandler(ListResourcesRequestSchema, async () => {
      return {
        resources: [
          {
            uri: "example://resource",
            name: "Example Resource"
          }
        ]
      };
    });
    
    // Connect transport
    const transport = new StdioServerTransport();
    await server.connect(transport);
    

## 

​

Best practices

### 

​

Transport selection

  1. **Local communication**

     * Use stdio transport for local processes
     * Efficient for same-machine communication
     * Simple process management
  2. **Remote communication**

     * Use SSE for scenarios requiring HTTP compatibility
     * Consider security implications including authentication and authorization



### 

​

Message handling

  1. **Request processing**

     * Validate inputs thoroughly
     * Use type-safe schemas
     * Handle errors gracefully
     * Implement timeouts
  2. **Progress reporting**

     * Use progress tokens for long operations
     * Report progress incrementally
     * Include total progress when known
  3. **Error management**

     * Use appropriate error codes
     * Include helpful error messages
     * Clean up resources on errors



## 

​

Security considerations

  1. **Transport security**

     * Use TLS for remote connections
     * Validate connection origins
     * Implement authentication when needed
  2. **Message validation**

     * Validate all incoming messages
     * Sanitize inputs
     * Check message size limits
     * Verify JSON-RPC format
  3. **Resource protection**

     * Implement access controls
     * Validate resource paths
     * Monitor resource usage
     * Rate limit requests
  4. **Error handling**

     * Don’t leak sensitive information
     * Log security-relevant errors
     * Implement proper cleanup
     * Handle DoS scenarios



## 

​

Debugging and monitoring

  1. **Logging**

     * Log protocol events
     * Track message flow
     * Monitor performance
     * Record errors
  2. **Diagnostics**

     * Implement health checks
     * Monitor connection state
     * Track resource usage
     * Profile performance
  3. **Testing**

     * Test different transports
     * Verify error handling
     * Check edge cases
     * Load test servers



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On this page

  * Overview
  * Core components
  * Protocol layer
  * Transport layer
  * Message types
  * Connection lifecycle
  * 1\. Initialization
  * 2\. Message exchange
  * 3\. Termination
  * Error handling
  * Implementation example
  * Best practices
  * Transport selection
  * Message handling
  * Security considerations
  * Debugging and monitoring


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# MCP Servers Hub

Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.

## Website

Explore the MCP Servers Hub directly on our [webpage](https://mcp-servers-hub-website.pages.dev), which is synced with this repository for the latest updates. The webpage offers a more interactive way to browse the collection of MCP servers, complete with search and sorting options.

## Table of Contents

  * What is MCP?
  * MCP Servers
  * Community



## What is MCP?

The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.

## MCP Servers

MCP Server | Description | Stars | Last Updated  
---|---|---|---  
**[3d Printer Server (@DMontgomery40)](https://github.com/DMontgomery40/mcp-3D-printer-server)** | Integrates with multiple 3D printer management systems to enable remote control, file handling, and advanced STL manipulation for automated print job management and custom model modifications. | ⭐ 10 | 2025-03-16T21:07:23Z  
**[Ableton Live Server (@Simon-Kansara)](https://github.com/Simon-Kansara/ableton-live-mcp-server)** | an MCP server to control Ableton Live. | ⭐ 31 | 2025-03-17T09:20:25Z  
**[Abs (@seansoreilly)](https://github.com/seansoreilly/abs)** | Integrates with the Australian Bureau of Statistics API to provide access to statistical datasets for economic analysis, demographic research, and data-driven policy making. | ⭐ 3 | 2025-02-25T08:52:04Z  
**[Academic Search Server (@afrise)](https://github.com/afrise/academic-search-mcp-server)** | Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling. | ⭐ 7 | 2025-03-09T07:27:51Z  
**[Accessibility Scanner (@JustasMonkev)](https://github.com/JustasMonkev/mcp-accessibility-scanner)** | Integrates Axe Core with Playwright to perform automated web accessibility testing, enabling continuous integration, compliance auditing, and identification of accessibility barriers. | ⭐ 3 | 2025-03-16T01:55:41Z  
**[Activitywatch Server (@8bitgentleman)](https://github.com/8bitgentleman/activitywatch-mcp-server)** | An interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns. | ⭐ 0 | 2025-03-13T03:23:08Z  
**[Actors Server (@apify)](https://github.com/apify/actors-mcp-server)** | Integrates with Apify and Crawlee to enable scalable web scraping and automation for data extraction tasks. | ⭐ 75 | 2025-03-17T07:47:46Z  
**[Adamik Server (@AdamikHQ)](https://github.com/AdamikHQ/adamik-mcp-server)** | Enables read and write interactions with 60+ blockchain networks through Claude Desktop, providing a standardized multi-chain API for transaction management, account insights, staking, and token interactions. | ⭐ 0 | 2025-02-20T19:32:51Z  
**[Adjust (@bitscorp-mcp)](https://github.com/bitscorp-mcp/mcp-adjust)** | Integrates with Adjust API to enable natural language queries for marketing analytics data, including campaign performance metrics and reports without leaving your chat interface. | ⭐ 0 | 2025-03-16T20:34:49Z  
**[Adspirer Server (@amekala)](https://github.com/amekala/adspirer-mcp-server)** | Integrates with Amazon Advertising API to provide marketers direct access to advertiser accounts, listings, and performance data through a simple command-line interface requiring only an API key for authentication. | ⭐ 0 | 2025-03-13T15:58:07Z  
**[Advanced Homeassistant Mcp (@jango-blockchained)](https://github.com/jango-blockchained/advanced-homeassistant-mcp)** | Integrates Home Assistant with language models to enable natural language control and querying of smart home devices. | ⭐ 8 | 2025-03-16T18:54:29Z  
**[Adx Server (@pab1it0)](https://github.com/pab1it0/adx-mcp-server)** | Integrates with Azure Data Explorer to enable executing KQL queries, discovering database resources, exploring table schemas, and sampling data for data analysis and insights generation. | ⭐ 5 | 2025-03-14T19:15:40Z  
**[Agenda (@alexgoller)](https://github.com/alexgoller/mcp-server-agenda)** | Integrates with Agenda note-taking app on macOS to enable creating notes, managing projects, and opening existing notes using x-callback-urls. | ⭐ 0 | 2024-12-10T13:06:54Z  
**[Agent Kit Server (@sendaifun)](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server)** | This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protcool actions and growing | ⭐ 1101 | 2025-03-17T12:32:08Z  
**[Agent Toolkit (@stripe)](https://github.com/stripe/agent-toolkit)** | Integrates with Stripe's API to enable payment processing, customer management, and financial operations for e-commerce and billing workflows. | ⭐ 528 | 2025-03-17T12:13:36Z  
**[Agent Ts (@waldzellai)](https://github.com/waldzellai/mcp-agent-ts)** | A TypeScript implementation of the MCP Agent framework, providing tools for building context-aware agents with advanced workflow management, logging, and execution capabilities. | ⭐ 3 | 2025-03-05T02:42:01Z  
**[Agentcare Mcp (@Kartha-AI)](https://github.com/Kartha-AI/agentcare-mcp)** | An MCP server that provides healthcare tools for interacting with FHIR data and medical resources on EMRs like Cerner and Epic | ⭐ 11 | 2025-03-16T21:01:18Z  
**[Agentql Mcp (@tinyfish-io)](https://github.com/tinyfish-io/agentql-mcp)** | Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). | ⭐ 3 | 2025-03-15T15:51:35Z  
**[Ai Agents Pg (@vignesh-codes)](https://github.com/vignesh-codes/ai-agents-mcp-pg)** | Provides secure read-only access to PostgreSQL databases for executing SQL queries and retrieving schema information. | ⭐ 6 | 2025-03-13T22:09:21Z  
**[Ai Humanizer Server (@Text2Go)](https://github.com/Text2Go/ai-humanizer-mcp-server)** | Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities. | ⭐ 8 | 2025-03-15T01:37:21Z  
**[Ai Image Gen Mcp (@mikeyny)](https://github.com/mikeyny/ai-image-gen-mcp)** | Enables text-to-image generation using Replicate's flux-schnell model, offering configurable parameters for on-demand image creation in various applications. | ⭐ 59 | 2025-03-17T09:24:13Z  
**[Ai Vision (@samihalawa)](https://github.com/samihalawa/mcp-server-ai-vision)** | A Model Context Protocol server that provides AI vision capabilities for analyzing UI screenshots, offering tools for screen analysis, file operations, and UI/UX report generation. | ⭐ 0 | 2025-03-09T17:06:37Z  
**[Aidd (@skydeckai)](https://github.com/skydeckai/mcp-server-aidd)** | AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages. | ⭐ 22 | 2025-03-17T04:12:15Z  
**[Aio Mcp (@athapong)](https://github.com/athapong/aio-mcp)** | Integrates GitLab, Jira, Confluence, YouTube, and Google AI to provide search capabilities and utility tools for streamlined development workflows and project management tasks. | ⭐ 3 | 2025-03-07T23:44:42Z  
**[Aira Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/aira-mcp-server)** | A Model Context Protocol server for creating commit messages from git staged files. | ⭐ 1 | 2024-12-22T14:18:28Z  
**[Airbnb (@openbnb-org)](https://github.com/openbnb-org/mcp-server-airbnb)** | Search for Airbnb listings and get detailed information about specific properties. Effortlessly plan your next trip with structured data and no API key required, while respecting Airbnb's guidelines. | ⭐ 5 | 2025-03-17T08:34:57Z  
**[Airbyte List Sources (@quintonwall)](https://github.com/quintonwall/mcp-airbyte-list-sources)** | Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight. | ⭐ 0 | 2025-03-04T17:27:36Z  
**[Airflow Server (@abhishekbhakat)](https://github.com/abhishekbhakat/airflow-mcp-server)** | <https://github.com/abhishekbhakat/airflow-mcp-server> | ⭐ 4 | 2025-03-13T00:20:04Z  
**[Airtable Mcp (@felores)](https://github.com/felores/airtable-mcp)** | A Model Context Protocol server that provides tools for programmatically managing Airtable bases, tables, fields, and records through Claude Desktop or other MCP clients. | ⭐ 18 | 2025-03-16T16:13:48Z  
**[Airtable Server (@domdomegg)](https://github.com/domdomegg/airtable-mcp-server)** | Provides read and write access to Airtable databases. | ⭐ 57 | 2025-03-16T00:26:44Z  
**[Akirapapa Notion Server (@Akira-Papa)](https://github.com/Akira-Papa/akirapapa-mcp-notion-server)** | Integrates Notion workspaces, enabling seamless interaction with Notion's API for tasks like automated note-taking and knowledge base management. | ⭐ 3 | 2025-03-16T01:02:29Z  
**[Akshare mcp server (@ttjslbz001)](https://github.com/ttjslbz001/akshare_mcp_server)** | A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library. | ⭐ 2 | 2025-03-09T07:31:47Z  
**[Alchemy (@runekaagaard)](https://github.com/runekaagaard/mcp-alchemy)** | Connects Claude Desktop directly to databases, allowing it to explore database structures, write SQL queries, analyze datasets, and create reports through an API layer with tools for table exploration and query execution. | ⭐ 68 | 2025-03-17T13:16:49Z  
**[Alchemy Sdk Mcp (@itsanishjain)](https://github.com/itsanishjain/alchemy-sdk-mcp)** | This plugin enables interaction with blockchain data and NFTs through the Alchemy SDK, allowing operations such as retrieving NFT metadata, fetching NFTs for wallet addresses, and getting the latest block number. | ⭐ 0 | 2025-03-05T18:35:22Z  
**[Alfresco Poc (@aborroy)](https://github.com/aborroy/alfresco-mcp-poc)** | Integrates Alfresco's content management, enabling intelligent document processing and automated metadata extraction. | ⭐ 2 | 2025-02-11T05:19:41Z  
**[Algorand Mcp (@GoPlausible)](https://github.com/GoPlausible/algorand-mcp)** | A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts. | ⭐ 6 | 2025-03-17T13:19:46Z  
**[All In One Model Context Protocol (@nguyenvanduocit)](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol)** | Juggles development tool integrations like Confluence, GitLab, Jira, and CLI scripts. | ⭐ 37 | 2025-03-16T16:12:47Z  
**[Alpaca Server (@tedlikeskix)](https://github.com/tedlikeskix/alpaca-mcp-server)** | Integrates with the Alpaca trading API to provide algorithmic trading and portfolio management tools for account information, market data, order placement, and position tracking. | ⭐ 0 | 2025-03-04T18:59:49Z  
**[Alpha Vantage Mcp (@berlinbra)](https://github.com/berlinbra/alpha-vantage-mcp)** | A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information. | ⭐ 15 | 2025-03-16T23:27:46Z  
**[Alphavantage (@calvernaz)](https://github.com/calvernaz/alphavantage)** | Integrates with the Alphavantage API to provide access to real-time stock market data and financial information. | ⭐ 14 | 2025-03-14T06:06:29Z  
**[Alphavantagemcpserver (@DonMorr)](https://github.com/DonMorr/AlphavantageMCPServer)** | Integrates with Alphavantage API to provide real-time and historical financial data for stock market analysis and trading strategies. | ⭐ 0 | 2025-01-27T21:34:35Z  
**[Amadeus Mcp (@ben4mn)](https://github.com/ben4mn/amadeus-mcp)** | Integrates with Amadeus API to provide flight search capabilities for travel planning and itinerary creation. | ⭐ 3 | 2025-03-07T12:43:03Z  
**[Amazon Bedrock (@zxkane)](https://github.com/zxkane/mcp-server-amazon-bedrock)** | Integrates with Amazon Bedrock's Nova Canvas model to generate images from text descriptions with customizable parameters like dimensions and seed control. | ⭐ 16 | 2025-03-17T07:57:30Z  
**[Ancestry Mcp (@reeeeemo)](https://github.com/reeeeemo/ancestry-mcp)** | Analyze family tree data from GEDCOM genealogy files. | ⭐ 11 | 2025-03-16T07:00:58Z  
**[Android Server (@minhalvp)](https://github.com/minhalvp/android-mcp-server)** | A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop. | ⭐ 8 | 2025-03-17T09:51:50Z  
**[Angleone Server (@baba786)](https://github.com/baba786/angleone-mcp-server)** | An MCP server implementation that integrates with Angle One APIs to provide standardized access to financial market data, trading operations, and portfolio management. | ⭐ 0 | 2024-12-04T04:59:58Z  
**[Anki Server (@CamdenClark)](https://github.com/CamdenClark/anki-mcp-server)** | Integrates with Anki flashcard decks via AnkiConnect to enable automated creation, retrieval, and management of study materials. | ⭐ 14 | 2025-03-17T12:50:25Z  
**[Anki Server (@nailuoGG)](https://github.com/nailuoGG/anki-mcp-server)** | A Model Context Protocol server that enables LLMs to interact with Anki flashcard software through AnkiConnect, allowing for creation and management of flashcards, decks, and note types. | ⭐ 1 | 2025-03-16T09:11:32Z  
**[Anki Server (@scorzeth)](https://github.com/scorzeth/anki-mcp-server)** | Integrates with Anki to enable AI-driven flashcard creation, retrieval, and review processes for enhanced spaced repetition learning. | ⭐ 38 | 2025-03-15T15:48:41Z  
**[Ankiconnect (@samefarrar)](https://github.com/samefarrar/mcp-ankiconnect)** | Integrates Anki flashcard functionality, enabling natural language interactions for spaced repetition learning within conversations. | ⭐ 4 | 2025-03-02T06:47:58Z  
**[Anthropic Code Analyzer (@kivo360)](https://github.com/kivo360/anthropic-mcp-code-analyzer)** | Integrates with open source projects to analyze codebases, detect patterns, and generate intelligent merge strategies for streamlined integration and refactoring. | ⭐ 2 | 2025-03-12T17:04:25Z  
**[Anti Bullshit Server (@bmorphism)](https://github.com/bmorphism/anti-bullshit-mcp-server)** | Integrates multiple epistemological frameworks to analyze claims, validate sources, and detect manipulation for enhanced fact-checking and critical thinking. | ⭐ 13 | 2025-03-14T20:11:11Z  
**[Any Chat Completions Mcp (@pyroprompts)](https://github.com/pyroprompts/any-chat-completions-mcp)** | Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more. | ⭐ 80 | 2025-03-16T02:18:35Z  
**[Any Openapi (@baryhuang)](https://github.com/baryhuang/mcp-server-any-openapi)** | This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions. | ⭐ 10 | 2025-03-10T15:35:49Z  
**[Aoai Web Browsing (@kimtth)](https://github.com/kimtth/mcp-aoai-web-browsing)** | A minimal server/client implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI to enable secure AI interactions. | ⭐ 9 | 2025-03-17T11:50:50Z  
**[Apache Airflow (@yangkyeongmo)](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** | Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health. | ⭐ 2 | 2025-03-17T07:01:46Z  
**[Api Expert (@jwaldor)](https://github.com/jwaldor/mcp-api-expert)** | Integrates any REST API by dynamically connecting to APIs using provided documentation and keys, enabling rapid prototyping of applications with real-time external data. | ⭐ 7 | 2025-03-10T20:38:51Z  
**[Api Tester Mcp (@Vikrant-Khedkar)](https://github.com/Vikrant-Khedkar/api-tester-mcp)** | A Model Context Protocol server that allows Claude to make API requests on your behalf, providing tools for testing various APIs including HTTP requests and OpenAI integrations without sharing your API keys in the chat. | ⭐ 0 | 2025-03-02T20:04:44Z  
**[Apifox Demo (@Tzott)](https://github.com/Tzott/apifox-mcp-demo)** | This server acts as a Message Communication Protocol (MCP) service for integrating Apifox and Cursor, enabling OpenAPI interface implementation through AI-driven interaction. | ⭐ 7 | 2025-03-11T03:22:44Z  
**[App Advisor Mcp (@cpage-pivotal)](https://github.com/cpage-pivotal/app-advisor-mcp)** | Integrates with Spring Application Advisor to provide insights and recommendations for optimizing Spring applications in Cloud Foundry environments. | ⭐ 2 | 2025-02-13T21:16:38Z  
**[App Store Connect Server (@JoshuaRileyDev)](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server)** | An MCP server to communicate with the App Store Connect API for iOS Developers | ⭐ 13 | 2025-03-15T20:34:18Z  
**[Appinsightmcp (@JiantaoFu)](https://github.com/JiantaoFu/AppInsightMCP)** | Analyze data from both the Apple App Store and Google Play Store | ⭐ 3 | 2025-03-17T05:17:53Z  
**[Apple Mcp (@Dhravya)](https://github.com/Dhravya/apple-mcp)** | Enables interaction with Apple apps like Messages, Notes, and Contacts through the MCP protocol to send messages, search, and open app content using natural language. | ⭐ 672 | 2025-03-17T13:41:09Z  
**[Apple Notes (@Dingzeefs)](https://github.com/Dingzeefs/mcp-apple-notes)** | A Model Context Protocol server that enables semantic search and retrieval of Apple Notes content, allowing AI assistants to access, search, and create notes using on-device embeddings. | ⭐ 0 | 2025-03-03T20:02:31Z  
**[Apple Notes (@RafalWilinski)](https://github.com/RafalWilinski/mcp-apple-notes)** | Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes. | ⭐ 144 | 2025-03-14T23:25:36Z  
**[Apple Notes Fixed (@Tom-Semple)](https://github.com/Tom-Semple/mcp-apple-notes-fixed)** | A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations. | ⭐ 5 | 2025-03-16T19:39:15Z  
**[Apple Notes Mcp (@sirmews)](https://github.com/sirmews/apple-notes-mcp)** | Access and search local Apple Notes databases. | ⭐ 54 | 2025-03-16T22:09:08Z  
**[Apple Notifier Mcp (@turlockmike)](https://github.com/turlockmike/apple-notifier-mcp)** | A simple MCP server that can send notifications on mac devices. | ⭐ 6 | 2025-03-12T20:08:29Z  
**[Apple Shortcuts (@recursechat)](https://github.com/recursechat/mcp-server-apple-shortcuts)** | An MCP Server Integration with Apple Shortcuts | ⭐ 87 | 2025-03-17T07:02:18Z  
**[Applemusic (@kennethreitz)](https://github.com/kennethreitz/mcp-applemusic)** | Integrates with Apple Music on macOS using Python and AppleScript to enable music playback control, library searching, playlist creation, and metadata retrieval. | ⭐ 26 | 2025-03-10T16:04:31Z  
**[Applescript Mcp (@joshrutkowski)](https://github.com/joshrutkowski/applescript-mcp)** | Integrates AppleScript to enable natural language control of macOS applications and system functions. | ⭐ 91 | 2025-03-14T12:46:17Z  
**[Apptio Target Process Mcp (@aaronsb)](https://github.com/aaronsb/apptio-target-process-mcp)** | Provides tools for interacting with Targetprocess, a project management and agile planning platform, enabling AI assistants to search, create, and update project entities with proper validation. | ⭐ 0 | 2025-03-06T16:46:36Z  
**[Aqicn Mcp (@mattmarcin)](https://github.com/mattmarcin/aqicn-mcp)** | Integrates with the World Air Quality Index API to retrieve real-time air quality data for cities and monitoring stations globally. | ⭐ 0 | 2025-02-04T20:05:07Z  
**[Arango Server (@lucas-deangelis)](https://github.com/lucas-deangelis/arango-mcp-server)** | An implementation of the Model Context Protocol that enables interaction with ArangoDB databases, allowing users to perform queries, list databases and collections through natural language. | ⭐ 2 | 2025-02-21T04:23:25Z  
**[Arangodb (@ravenwits)](https://github.com/ravenwits/mcp-server-arangodb)** | Integrates with ArangoDB to enable querying, insertion, updating, and deletion of documents using parameterized AQL queries for flexible data management and analysis. | ⭐ 6 | 2025-03-12T01:47:56Z  
**[Archai Static Analyzer Mcp (@alefcastelo)](https://github.com/alefcastelo/archai-static-analyzer-mcp)** | Enforces hexagonal architecture principles in Java applications through static code analysis that validates architectural rules including dependency limitations, domain isolation, naming conventions, and proper email handling. | ⭐ 0 | 2025-03-16T19:22:16Z  
**[Architect (@squirrelogic)](https://github.com/squirrelogic/mcp-architect)** | Facilitates comprehensive architectural design and evaluation through specialized agents, rich resources, and powerful tools covering diverse architectural domains, including cloud, AI, and blockchain. | ⭐ 14 | 2025-03-17T01:26:22Z  
**[Argocd Mcp (@severity1)](https://github.com/severity1/argocd-mcp)** | An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions. | ⭐ 0 | 2025-03-17T11:18:29Z  
**[Argus (@athapong)](https://github.com/athapong/argus)** | A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages. | ⭐ 0 | 2025-02-24T14:02:54Z  
**[Arithmetic Server (@YuheiNakasaka)](https://github.com/YuheiNakasaka/arithmetic-mcp-server)** | A server that provides tools for performing basic arithmetic operations (addition, subtraction, multiplication, division) via the Model Context Protocol. | ⭐ 0 | 2025-02-25T15:50:02Z  
**[Arxiv Mcp (@huanongfish)](https://github.com/huanongfish/arxiv-mcp)** | Enables AI assistants to search and access arXiv research papers through a simple Message Control Protocol interface, allowing for paper search, download, listing, and reading capabilities. | ⭐ 0 | 2025-03-07T08:58:48Z  
**[Arxiv Server (@blazickjp)](https://github.com/blazickjp/arxiv-mcp-server)** | The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature. | ⭐ 133 | 2025-03-17T10:21:02Z  
**[Asana (@roychri)](https://github.com/roychri/mcp-server-asana)** | Perform Asana operations from an MCP Client such as Anthropic's Claude Desktop Application, and many more. | ⭐ 16 | 2025-03-16T10:35:14Z  
**[Astra Db Mcp (@datastax)](https://github.com/datastax/astra-db-mcp)** | Integrates with Astra DB, enabling cloud-native database operations for scalable data storage and retrieval in AI applications. | ⭐ 4 | 2025-03-13T15:53:57Z  
**[Atlas Server (@cyanheads)](https://github.com/cyanheads/atlas-mcp-server)** | ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies. | ⭐ 102 | 2025-03-16T03:26:13Z  
**[Atlassian (@samwang0723)](https://github.com/samwang0723/mcp-atlassian)** | Integrates with Atlassian's Confluence and JIRA APIs to enable content creation, issue tracking, and project management within Atlassian ecosystems. | ⭐ 2 | 2025-03-09T21:02:03Z  
**[Atlassian (@sooperset)](https://github.com/sooperset/mcp-atlassian)** | Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments. | ⭐ 215 | 2025-03-17T13:50:10Z  
**[Attio Server (@hmk)](https://github.com/hmk/attio-mcp-server)** | Facilitates interaction with the Attio CRM by allowing MCP clients to read and write company records and notes through the Attio API. | ⭐ 3 | 2025-03-09T15:57:36Z  
**[Audiense Insights (@AudienseCo)](https://github.com/AudienseCo/mcp-audiense-insights)** | Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement. | ⭐ 3 | 2025-03-15T15:38:07Z  
**[Audio Mcp Server (@GongRzhe)](https://github.com/GongRzhe/Audio-MCP-Server)** | Enables voice interaction with Claude through audio recording and playback capabilities, supporting customizable device selection and temporary file management for accessible spoken communication. | ⭐ 0 | 2025-03-14T09:13:39Z  
**[Audio Server (@mamertofabian)](https://github.com/mamertofabian/audio-mcp-server)** | Integrates with the play-sound library to enable cross-platform audio playback for voice notifications, sound effects, and audio cues. | ⭐ 1 | 2024-12-27T21:56:46Z  
**[Audius Atris (@glassBead-tc)](https://github.com/glassBead-tc/audius-mcp-atris)** | Enables interaction with the Audius music platform API, supporting user, track, and playlist operations through the Model Context Protocol. | ⭐ 0 | 2025-03-14T16:27:52Z  
**[Auto Commit (@jatinsandilya)](https://github.com/jatinsandilya/mcp-server-auto-commit)** | Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries. | ⭐ 10 | 2025-03-17T10:10:15Z  
**[Automated Bod 25 01 Cisa Microsoft Policies Mcp (@DynamicEndpoints)](https://github.com/DynamicEndpoints/Automated-BOD-25-01-CISA-Microsoft-Policies-MCP)** | This MCP server implements VariousPolicies according to CSA BOD 25-01 requirements for Microsoft 365 cloud services | ⭐ 2 | 2025-03-15T18:50:10Z  
**[Autumn Server (@SirTenzin)](https://github.com/SirTenzin/autumn-mcp-server)** | Integrates with Autumn's pricing API to enable subscription management, customer information retrieval, invoice handling, and billing portal generation for businesses using Claude and other assistants. | ⭐ 3 | 2025-03-16T20:29:04Z  
**[Awesome Cursor Mpc Server (@kleneway)](https://github.com/kleneway/awesome-cursor-mpc-server)** | An AI-powered development toolkit for Cursor providing intelligent coding assistance through advanced reasoning, UI screenshot analysis, and code review tools. | ⭐ 228 | 2025-03-17T06:39:01Z  
**[Awesome Fastapi (@MR-GREEN1337)](https://github.com/MR-GREEN1337/awesome-mcp-fastapi)** | A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs). | ⭐ 12 | 2025-03-11T04:05:48Z  
**[Aws (@rishikavikondala)](https://github.com/rishikavikondala/mcp-server-aws)** | A Model Context Protocol server implementation that enables Claude to perform AWS operations on S3 and DynamoDB services through natural language commands. | ⭐ 63 | 2025-03-16T05:28:24Z  
**[Aws Athena Mcp (@lishenxydlgzs)](https://github.com/lishenxydlgzs/aws-athena-mcp)** | Integrates with AWS SDK to execute SQL queries against Athena databases, enabling large-scale data analysis and business intelligence for AWS data lakes. | ⭐ 1 | 2025-03-14T06:17:50Z  
**[Aws Cost Explorer Server (@aarora79)](https://github.com/aarora79/aws-cost-explorer-mcp-server)** | A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations. | ⭐ 45 | 2025-03-17T12:38:56Z  
**[Aws Kb (@sammcj)](https://github.com/sammcj/mcp-aws-kb)** | Integrates with AWS Knowledge Bases to retrieve information using Bedrock Agent Runtime, enabling RAG operations with structured metadata for organizational knowledge access. | ⭐ 0 | 2025-03-13T06:28:54Z  
**[Aws Kb Retrieval Server (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/aws-kb-retrieval-server)** | Retrieval from AWS Knowledge Base using Bedrock Agent Runtime | ⭐ 19098 | 2025-03-17T14:08:17Z  
**[Aws Mcp (@RafalWilinski)](https://github.com/RafalWilinski/aws-mcp)** | Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data processing tasks. | ⭐ 187 | 2025-03-17T09:22:35Z  
**[Aws Resources Python (@baryhuang)](https://github.com/baryhuang/mcp-server-aws-resources-python)** | Provides a Python-based interface for executing AWS queries across services like S3 and CodePipeline, enabling DevOps tasks and cloud resource management. | ⭐ 2 | 2025-03-14T22:55:47Z  
**[Axiom (@axiomhq)](https://github.com/axiomhq/mcp-server-axiom)** | Axiom's MCP server enables AI agents to query and analyze large datasets in real-time using Axiom Processing Language. | ⭐ 19 | 2025-03-17T10:09:15Z  
**[Axiom Js (@ThetaBird)](https://github.com/ThetaBird/mcp-server-axiom-js)** | An npx-compatible port of @Axiom's mcp-server-axiom | ⭐ 1 | 2025-01-28T05:10:05Z  
**[Ayd Server (@macrat)](https://github.com/macrat/mcp-ayd-server)** | Integrates with Ayd to enable service monitoring, status checks, and log retrieval for enhanced operational visibility and incident response. | ⭐ 0 | 2024-12-16T07:45:56Z  
**[Azure Ai Search (@farzad528)](https://github.com/farzad528/mcp-server-azure-ai-search)** | Integrates Claude Desktop with Azure AI Search, allowing users to query search indexes using keyword, vector, or hybrid search methods. | ⭐ 13 | 2025-03-17T14:05:44Z  
**[Azure Devops Mcp (@Tiberriver256)](https://github.com/Tiberriver256/azure-devops-mcp)** | Integrates with Azure DevOps to enable AI-driven management of projects, work items, repositories, pull requests, branches, and pipelines for enhanced DevOps workflows and automation. | ⭐ 4 | 2025-03-16T21:05:50Z  
**[Azure Devops Server (@stefanskiasan)](https://github.com/stefanskiasan/azure-devops-mcp-server)** | Integrates Azure DevOps services, enabling access to work items, repositories, and pull requests for project management and development workflows. | ⭐ 10 | 2025-03-14T07:05:59Z  
**[Azure Mcp (@Streen9)](https://github.com/Streen9/azure-mcp)** | Enables natural language interaction with Azure services through Claude Desktop, supporting resource management, subscription handling, and tenant selection with secure authentication. | ⭐ 3 | 2025-03-10T19:55:19Z  
**[Azure mcp server (@mashriram)](https://github.com/mashriram/azure_mcp_server)** | This server implements the Model Context Protocol for seamless interaction with Azure Blob Storage and Cosmos DB, enabling automatic logging and audit tracking of operations. | ⭐ 4 | 2025-03-14T07:54:20Z  
**[Azure Onenote Server (@ZubeidHendricks)](https://github.com/ZubeidHendricks/azure-onenote-mcp-server)** | Enables AI language models to interact with Microsoft OneNote via a standardized interface, supporting notebook and page management through natural language. | ⭐ 2 | 2025-03-15T21:22:59Z  
**[Azure Tablestorage (@dkmaker)](https://github.com/dkmaker/mcp-azure-tablestorage)** | Enables interaction with Azure Table Storage directly through Cline. This tool allows you to query and manage data in Azure Storage Tables. | ⭐ 4 | 2025-01-13T00:53:39Z  
**[Azuredevops Bridge (@krishh-amilineni)](https://github.com/krishh-amilineni/mcp-azuredevops-bridge)** | Integrates with Azure DevOps to enable work item management, wiki interactions, and sprint tracking for software development teams. | ⭐ 0 | 2025-02-27T16:52:34Z  
**[Azuredevops Mcp (@RyanCardin15)](https://github.com/RyanCardin15/AzureDevOps-MCP)** | This server provides a convenient API for interacting with Azure DevOps services, enabling AI assistants and other tools to manage work items, code repositories, boards, sprints, and more. Built with the Model Context Protocol, it provides a standardized interface for communicating with Azure DevOps | ⭐ 2 | 2025-03-12T21:22:45Z  
**[Babashka Server (@bmorphism)](https://github.com/bmorphism/babashka-mcp-server)** | Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows. | ⭐ 2 | 2025-03-07T09:27:07Z  
**[Backlog Server (@katsuhirohonda)](https://github.com/katsuhirohonda/mcp-backlog-server)** | Integrates Backlog project management with Claude via Model Context Protocol, enabling access to projects, issues, and wiki pages through natural language interactions. | ⭐ 0 | 2025-03-05T04:34:08Z  
**[Barnsworthburning Mcp (@Aias)](https://github.com/Aias/barnsworthburning-mcp)** | Integrates with barnsworthburning.net's API to enable direct querying of website content for design, typography, and user experience information | ⭐ 0 | 2025-03-12T12:14:33Z  
**[Bart Mcp (@tchbw)](https://github.com/tchbw/bart-mcp)** | Integrates with BART's API to provide real-time train departure information in San Francisco. | ⭐ 1 | 2025-01-14T11:48:00Z  
**[Base Mcp (@base)](https://github.com/base/base-mcp)** | Enables Claude to interact with the Base blockchain and Coinbase API for cryptocurrency operations including wallet management, fund transfers, and smart contract deployments. | ⭐ 83 | 2025-03-17T12:43:37Z  
**[Basic Memory (@basicmachines-co)](https://github.com/basicmachines-co/basic-memory)** | Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md | ⭐ 34 | 2025-03-17T11:40:34Z  
**[Basic Test (@gbti-network)](https://github.com/gbti-network/mcp-basic-test)** | A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generate random US State and signature soup combinations through a fun and simple tool. | ⭐ 1 | 2025-02-22T01:22:00Z  
**[Batchit (@ryanjoachim)](https://github.com/ryanjoachim/mcp-batchit)** | A simple aggregator server that allows batching multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents. | ⭐ 14 | 2025-03-14T12:37:04Z  
**[Bazel Server (@nacgarg)](https://github.com/nacgarg/bazel-mcp-server)** | A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed. | ⭐ 0 | 2025-03-07T09:08:43Z  
**[Bc Mcp (@vanachterjacob)](https://github.com/vanachterjacob/BC-MCP)** | A server that provides standardized development rules and context for Business Central projects, optimized for use with Cursor editor. | ⭐ 0 | 2025-02-27T21:30:49Z  
**[Bear (@jkawamoto)](https://github.com/jkawamoto/mcp-bear)** | Facilitates interaction with Bear note-taking software, allowing users to perform actions like opening notes, creating notes, and searching through Bear's X-callback-url Scheme. | ⭐ 4 | 2025-02-27T07:55:52Z  
**[Bear Server (@akseyh)](https://github.com/akseyh/bear-mcp-server)** | Integrates with Bear notes on macOS, providing direct database access for efficient retrieval and analysis of personal note content. | ⭐ 15 | 2025-03-13T16:12:01Z  
**[Beeminder (@strickvl)](https://github.com/strickvl/mcp-beeminder)** | An MCP server that provides AI assistants access to the Beeminder API, allowing them to help users track goals, manage datapoints, and interact with Beeminder's self-commitment tools through natural language. | ⭐ 2 | 2025-03-12T19:06:18Z  
**[Better Auth Server (@nahmanmate)](https://github.com/nahmanmate/better-auth-mcp-server)** | Enables enterprise-grade authentication management with secure credential handling and support for multi-protocol auth, complete with tools for analyzing, setting up, and testing authentication systems. | ⭐ 6 | 2025-03-12T14:01:26Z  
**[Bettermcpfileserver (@MartinSchlott)](https://github.com/MartinSchlott/BetterMCPFileServer)** | Reimagined server for filesystem access with privacy-preserving path aliases and an optimized LLM-friendly API. | ⭐ 0 | 2025-03-14T20:46:45Z  
**[Bifrostmcp (@biegehydra)](https://github.com/biegehydra/BifrostMCP)** | A VS Code extension provides a MCP server that exposes Roslyn language features. It enables tools like find usages, go to definition, quick info, etc. | ⭐ 24 | 2025-03-16T03:39:41Z  
**[Biggo Mcp Server (@Funmula-Corp)](https://github.com/Funmula-Corp/BigGo-MCP-Server)** | A Model Context Protocol server enabling product searches across e-commerce platforms, price history tracking, and product specification-based searches using natural language prompts. | ⭐ 6 | 2025-03-17T02:53:05Z  
**[Bigquery (@LucasHild)](https://github.com/LucasHild/mcp-server-bigquery)** | Inspect schemas and execute SQL queries on Google BigQuery. | ⭐ 24 | 2025-03-14T14:16:06Z  
**[Bigquery Server (@ergut)](https://github.com/ergut/mcp-bigquery-server)** | This is a server that lets your LLMs (like Claude) talk directly to your BigQuery data! Think of it as a friendly translator that sits between your AI assistant and your database, making sure they can chat securely and efficiently. | ⭐ 20 | 2025-03-17T08:09:40Z  
**[Bigquery Server (@monochromegane)](https://github.com/monochromegane/mcp-bigquery-server)** | Integrates with BigQuery to enable querying and retrieving table schemas from specified datasets for data analysis and reporting | ⭐ 0 | 2025-02-09T10:43:09Z  
**[Binance Server (@qeinfinity)](https://github.com/qeinfinity/binance-mcp-server)** | A server implementation that streams real-time Binance market data (spot and futures) via WebSockets, enabling applications to receive and process cryptocurrency market information through the Model Context Protocol. | ⭐ 6 | 2025-03-17T13:40:07Z  
**[Binary Reader Mcp (@berlinbra)](https://github.com/berlinbra/binary-reader-mcp)** | A Model Context Protocol server for reading and analyzing binary files, with initial support for Unreal Engine asset files (.uasset). | ⭐ 0 | 2025-01-31T02:33:09Z  
**[Bing Search (@microsoft)](https://github.com/microsoft/semanticworkbench/tree/HEAD/mcp-servers/mcp-server-bing-search)** | Search the web using Bing services. | ⭐ 165 | 2025-03-17T00:36:37Z  
**[Bing Search Mcp (@leehanchung)](https://github.com/leehanchung/bing-search-mcp)** | A Model Context Protocol server that integrates with Microsoft Bing Search API, allowing AI assistants to perform web, news, and image searches. | ⭐ 4 | 2025-03-17T10:25:34Z  
**[Bing Searches Mcp (@seanivore)](https://github.com/seanivore/bing-searches-mcp)** | Integrates with Bing Search API to collect, parse, and analyze search data. | ⭐ 1 | 2025-02-25T02:55:14Z  
**[Bio Mcp (@acashmoney)](https://github.com/acashmoney/bio-mcp)** | A Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases. | ⭐ 6 | 2025-03-12T11:42:36Z  
**[Biodiversity (@mikkohei13)](https://github.com/mikkohei13/mcp-biodiversity)** | Provides a simple interface for adding numbers and generating personalized greetings using FastMCP framework and custom helper functions. | ⭐ 0 | 2025-03-05T14:21:47Z  
**[Biomart Mcp (@jzinno)](https://github.com/jzinno/biomart-mcp)** | A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers. | ⭐ 0 | 2025-03-17T13:10:13Z  
**[Birdstats (@DMontgomery40)](https://github.com/DMontgomery40/mcp-server-birdstats)** | Cross-reference your BirdNET-Pi data with eBird observations using natural language | ⭐ 1 | 2024-12-13T00:47:19Z  
**[Bitbucket Server (@garc33)](https://github.com/garc33/bitbucket-server-mcp-server)** | Integrates with Bitbucket's API to streamline pull request workflows, enabling efficient code reviews and automated PR management. | ⭐ 1 | 2025-03-10T19:30:28Z  
**[Bitcoin Mcp (@AbdelStark)](https://github.com/AbdelStark/bitcoin-mcp)** | Integrates with Bitcoin network and blockchain data via Blockstream API to enable transaction monitoring, wallet management, and blockchain analysis | ⭐ 13 | 2025-03-17T08:19:37Z  
**[Blah (@thomasdavis)](https://github.com/thomasdavis/blah)** | BLAH - Barely Local Agent Host A new public registry that assists in ochestration of MCP servers and their tools | ⭐ 1 | 2025-03-17T13:42:26Z  
**[Blastengine Mailer (@r3-yamauchi)](https://github.com/r3-yamauchi/mcp-server-blastengine-mailer)** | A TypeScript-based MCP server that implements an email sending system, allowing Claude to send emails via the blastengine service. | ⭐ 0 | 2025-02-20T06:10:05Z  
**[Blender Mcp (@ahujasid)](https://github.com/ahujasid/blender-mcp)** | Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blender's interface or Python API. | ⭐ 6369 | 2025-03-17T14:09:38Z  
**[Blender Mcp (@cwahlfeldt)](https://github.com/cwahlfeldt/blender-mcp)** | Integrates with Blender's Python API to enable natural language-driven 3D modeling, scene generation, and animation scripting within the Blender environment. | ⭐ 3 | 2025-03-14T11:00:15Z  
**[Blockchain Query (@pavel-bc)](https://github.com/pavel-bc/mcp-blockchain-query)** | A Model Context Protocol server providing tools for querying Bitcoin blockchain data via Blockchain Data and Query APIs, supporting various BTC information retrieval functions. | ⭐ 0 | 2025-03-07T19:50:12Z  
**[Blockchain Server (@zhangzhongnan928)](https://github.com/zhangzhongnan928/mcp-blockchain-server)** | A secure system enabling AI assistants to interact with blockchain data and prepare transactions while ensuring users maintain exclusive control over their private keys and transaction signing. | ⭐ 1 | 2025-03-06T16:45:06Z  
**[Blog publisher mcp server (@Carrie-L)](https://github.com/Carrie-L/blog_publisher_mcp_server)** | Enables AI assistants to publish blog content to external platforms through a Python-based server with standard and local execution modes for automated content publishing workflows. | ⭐ 0 | 2025-03-10T12:21:33Z  
**[Bloomy Mcp (@franccesco)](https://github.com/franccesco/bloomy-mcp)** | A Model Context Protocol server that connects AI assistants to Bloom Growth's GraphQL API, enabling them to query data and execute operations against the Bloom Growth platform. | ⭐ 0 | 2025-02-26T23:54:26Z  
**[Bluesky (@morinokami)](https://github.com/morinokami/mcp-server-bluesky)** | Integrates with Bluesky's social network API to enable profile management, posting, following, and engagement actions. | ⭐ 2 | 2025-02-27T15:01:34Z  
**[Bluesky Context Server (@keturiosakys)](https://github.com/keturiosakys/bluesky-context-server)** | A simple MCP server that allows Claude Desktop to query Bluesky instances. | ⭐ 17 | 2025-03-16T00:17:57Z  
**[Bluesky Context Server (@laulauland)](https://github.com/laulauland/bluesky-context-server)** | Query and analyze data from the decentralized social network. | ⭐ 17 | 2025-03-16T00:17:57Z  
**[Bluesky Mcp (@berlinbra)](https://github.com/berlinbra/BlueSky-MCP)** | Facilitates interaction with the BlueSky social network via its official API, allowing users to retrieve detailed user profiles and following lists with authentication and error handling capabilities. | ⭐ 3 | 2025-03-15T12:38:07Z  
**[Bn (@kydlikebtc)](https://github.com/kydlikebtc/mcp-server-bn)** | This server provides a robust interface for Binance spot trading operations, including secure management of API credentials, execution and management of spot orders, and monitoring of account balances and open orders. | ⭐ 7 | 2025-03-05T11:48:04Z  
**[Book Fetch Mcp (@kinshukk)](https://github.com/kinshukk/book-fetch-mcp)** | Retrieves and processes published books from Library Genesis, delivering text content in manageable chunks with proper metadata for in-depth analysis and research. | ⭐ 0 | 2025-03-17T10:55:57Z  
**[Box Server (@hmk)](https://github.com/hmk/box-mcp-server)** | The Box MCP Server facilitates searching and reading PDF and Word files in Box using Developer Token authentication. | ⭐ 2 | 2025-03-07T02:50:04Z  
**[Bracketbot Mcp (@BracketBotCapstone)](https://github.com/BracketBotCapstone/bracketbot-mcp)** | Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise velocity control and comprehensive error handling. | ⭐ 0 | 2025-03-14T05:47:45Z  
**[Branch Thinking (@m-siles)](https://github.com/m-siles/branch-thinking)** | A server that facilitates branch-based navigation of thoughts, enabling users to manage multiple thought branches, generate insights, and track branch priorities through a structured thinking process. | ⭐ 17 | 2025-03-16T06:06:40Z  
**[Branch Thinking (@ssdeanx)](https://github.com/ssdeanx/branch-thinking)** | An MCP tool enabling structured thinking and analysis across multiple AI platforms through branch management, semantic analysis, and cognitive enhancement. | ⭐ 6 | 2025-03-17T07:41:22Z  
**[Brave (@human-spider)](https://github.com/human-spider/mcp-server-brave)** | Integrates with Brave Search API to enable secure and privacy-focused web searches for research and content aggregation tasks. | ⭐ 0 | 2025-02-21T15:47:39Z  
**[Brave Search (@arben-adm)](https://github.com/arben-adm/brave-mcp-search)** | Facilitates integration of Brave Search functionalities with AI assistants through the Model Context Protocol, enabling web and local searches using the Brave Search API. | ⭐ 3 | 2025-03-17T07:30:56Z  
**[Brave Search (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search)** | Web and local search using Brave's Search API | ⭐ 19098 | 2025-03-17T14:08:17Z  
**[Brave Search (@w-jeon)](https://github.com/w-jeon/mcp-brave-search)** | brave search | ⭐ 0 | 2025-03-12T03:34:08Z  
**[Brev Mcp (@brevdev)](https://github.com/brevdev/brev-mcp)** | Bridges Nvidia Brev, enabling natural language control of workspaces, deployments, and cloud resources. | ⭐ 3 | 2025-02-26T07:16:20Z  
**[Brevo Mcp (@apicolet)](https://github.com/apicolet/brevo-mcp)** | A TypeScript server enabling integration with the Brevo (Sendinblue) API for managing contacts, sending emails, and tracking email events in multi-channel applications like Claude Desktop. | ⭐ 0 | 2025-02-12T11:04:34Z  
**[Brianknows (@antoncoding)](https://github.com/antoncoding/mcp-brianknows)** | An MCP server that connects Claude to BrianKnows' blockchain knowledge base, allowing users to search for blockchain/DeFi information and interact with a specialized agent across multiple knowledge bases. | ⭐ 0 | 2025-03-13T16:48:36Z  
**[Brightsy Mcp (@mattlevine)](https://github.com/mattlevine/brightsy-mcp)** | Provides a bridge to an OpenAI-compatible agent for seamless integration of task automation, natural language processing, and interactive chat functionalities within larger systems or applications. | ⭐ 0 | 2025-03-03T20:55:00Z  
**[Browser Automation (@hrmeetsingh)](https://github.com/hrmeetsingh/mcp-browser-automation)** | Integrates Playwright with MCP to enable automated web interactions, scraping, and testing across browsers. | ⭐ 3 | 2025-02-06T03:00:08Z  
**[Browser Tabs (@kazuph)](https://github.com/kazuph/mcp-browser-tabs)** | Integrates with Chrome on macOS to retrieve and manage browser tab information using AppleScript. | ⭐ 2 | 2025-03-12T20:19:22Z  
**[Browser Use (@jonnyhoff)](https://github.com/jonnyhoff/mcp-browser-use)** | Provides browser automation capabilities through an API endpoint that interprets natural language commands to perform web tasks using OpenAI's GPT models. | ⭐ 0 | 2025-03-05T12:18:16Z  
**[Browser Use (@JovaniPink)](https://github.com/JovaniPink/mcp-browser-use)** | Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control. | ⭐ 15 | 2025-03-17T08:35:02Z  
**[Browser Use (@Saik0s)](https://github.com/Saik0s/mcp-browser-use)** | Integrates with web browsers to enable automated web scraping, form filling, and interaction with web applications. | ⭐ 162 | 2025-03-17T09:27:52Z  
**[Browser Use (@vinayak-mehta)](https://github.com/vinayak-mehta/mcp-browser-use)** | Enables web browsing capabilities for any MCP client through a simple command that leverages your existing LLM configuration without additional API costs. | ⭐ 11 | 2025-03-17T03:43:44Z  
**[Browserbase (@browserbase)](https://github.com/browserbase/mcp-server-browserbase)** | This server provides cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment. | ⭐ 301 | 2025-03-17T06:31:47Z  
**[Bun S3 Mcp (@mattbarlow-sg)](https://github.com/mattbarlow-sg/bun-s3-mcp)** | Integrates with S3 to provide efficient code snippet management and retrieval. | ⭐ 0 | 2025-01-16T20:54:07Z  
**[Butler (@cf-toolsuite)](https://github.com/cf-toolsuite/cf-kaizen/tree/HEAD/butler)** | Cleanup stale apps and services on a Cloud Foundry foundation. | ⭐ 1 | 2025-03-14T21:08:45Z  
**[Bybit Mcp (@sammcj)](https://github.com/sammcj/bybit-mcp)** | A Model Context Protocol server that provides read-only access to Bybit's cryptocurrency exchange API, allowing users to query real-time cryptocurrency data using natural language. | ⭐ 5 | 2025-02-24T22:10:01Z  
**[Cad Mcp (@lolrazh)](https://github.com/lolrazh/cad-mcp)** | Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design workflows. | ⭐ 2 | 2025-03-16T12:05:50Z  
**[Cal2prompt (@shuntaka9576)](https://github.com/shuntaka9576/cal2prompt)** | Integrates with calendar APIs to fetch event data and generate context-aware prompts, enabling automated scheduling assistance and task management. | ⭐ 6 | 2025-03-10T07:51:49Z  
**[Calc Tools (@nbiish)](https://github.com/nbiish/mcp-calc-tools)** | A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly. | ⭐ 1 | 2025-03-14T04:44:02Z  
**[Calendar Autoauth Mcp Server (@GongRzhe)](https://github.com/GongRzhe/Calendar-Autoauth-MCP-Server)** | Integrates with Google Calendar to enable natural language management of events, appointments, and schedules. | ⭐ 4 | 2025-03-11T07:10:35Z  
**[Canva Typescript (@ZubeidHendricks)](https://github.com/ZubeidHendricks/canva-mcp-typescript)** | Integrates with Canva's API to enable automated generation and scheduling of viral content from spreadsheet data for efficient social media marketing. | ⭐ 1 | 2025-03-01T09:39:13Z  
**[Canvas Lms (@DMontgomery40)](https://github.com/DMontgomery40/mcp-canvas-lms)** | A Model Context Protocol server that enables interaction with the Canvas Learning Management System API, allowing users to manage courses, assignments, enrollments, and grades within Canvas. | ⭐ 1 | 2025-03-15T12:07:08Z  
**[Canvas Mcp (@vishalsachdev)](https://github.com/vishalsachdev/canvas-mcp)** | A local server that enables interaction with Canvas Learning Management System API through Claude Desktop, allowing users to manage courses, access assignments, view announcements, and retrieve course materials. | ⭐ 0 | 2025-03-11T15:35:31Z  
**[Cargo Doc Mcp (@spacemeowx2)](https://github.com/spacemeowx2/cargo-doc-mcp)** | A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands. | ⭐ 3 | 2025-03-05T12:48:58Z  
**[Ccxt (@Nayshins)](https://github.com/Nayshins/mcp-server-ccxt)** | Provides real-time and historical cryptocurrency market data through integration with major exchanges. This server enables LLMs like Claude to fetch current prices, analyze market trends, and access detailed trading information. | ⭐ 15 | 2025-03-17T07:53:36Z  
**[Cdata Connect Cloud Server (@r3-yamauchi)](https://github.com/r3-yamauchi/cdata-connect-cloud-mcp-server)** | Integrates with CData Connect Cloud to enable SQL query execution across diverse data sources, facilitating seamless data integration for analytics and workflows. | ⭐ 0 | 2025-02-18T14:49:22Z  
**[Cedarscript Mcp (@th3w1zard1)](https://github.com/th3w1zard1/cedarscript-mcp)** | Provides CEDARScript (a SQL-like language) capabilities for executing pattern matching and transformations on source code to enable automated refactoring, code generation, and static analysis tasks. | ⭐ 8 | 2025-03-05T18:13:57Z  
**[Cfbd Server (@lenwood)](https://github.com/lenwood/cfbd-mcp-server)** | An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop. | ⭐ 8 | 2025-03-09T07:03:42Z  
**[Cgv Mcp (@t-rekttt)](https://github.com/t-rekttt/cgv-mcp)** | Integrates with CGV Cinema's API to provide movie showtimes, cinema locations, and seat availability information for planning cinema outings through conversational interfaces. | ⭐ 0 | 2025-03-16T12:21:04Z  
**[Chain Of Draft (@stat-guy)](https://github.com/stat-guy/chain-of-draft)** | Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy. | ⭐ 1 | 2025-03-14T06:39:07Z  
**[Chain Of Draft Server (@bsmi021)](https://github.com/bsmi021/mcp-chain-of-draft-server)** | Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r | ⭐ 0 | 2025-03-13T18:10:50Z  
**[Chat Analysis Server (@rebots-online)](https://github.com/rebots-online/mcp-chat-analysis-server)** | Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis. | ⭐ 8 | 2025-03-14T04:39:59Z  
**[Chatgpt Server (@Toowiredd)](https://github.com/Toowiredd/chatgpt-mcp-server)** | A Model Context Protocol server that enables Docker container management through natural language interactions using a custom GPT interface. | ⭐ 0 | 2025-02-17T16:35:31Z  
**[Chatsum (@chatmcp)](https://github.com/chatmcp/mcp-server-chatsum)** | Hook into your WeChat history and pull summaries of conversations. | ⭐ 776 | 2025-03-17T10:53:23Z  
**[Chatsum (@mcpso)](https://github.com/mcpso/mcp-server-chatsum)** | Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) | ⭐ 776 | 2025-03-17T10:53:23Z  
**[Chess (@alexandreroman)](https://github.com/alexandreroman/mcp-chess)** | Integrates with Spring AI and chess libraries to enable interactive gameplay and automated analysis for AI-assisted chess applications. | ⭐ 2 | 2025-03-04T16:35:37Z  
**[Chess Mcp (@turlockmike)](https://github.com/turlockmike/chess-mcp)** | Helps you analyze chess positions and get professional evaluations using Stockfish. | ⭐ 5 | 2025-03-13T14:36:36Z  
**[Choose Server (@keurcien)](https://github.com/keurcien/choose-mcp-server)** | An MCP server for Claude Desktop that allows users to query data from selected Google Cloud datasets by configuring project ID and datasets in the Claude Desktop configuration. | ⭐ 0 | 2025-02-26T15:31:39Z  
**[Chroma (@privetin)](https://github.com/privetin/chroma)** | A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage. | ⭐ 15 | 2025-03-16T18:01:07Z  
**[Chroma Mcp (@chroma-core)](https://github.com/chroma-core/chroma-mcp)** | Embeddings, vector search, document storage, and full-text search with the open-source AI application database | ⭐ 14 | 2025-03-17T04:26:59Z  
**[Chrome Debug Mcp (@robertheadley)](https://github.com/robertheadley/chrome-debug-mcp)** | Controls Chrome browser with debugging capabilities, allowing page automation, extension management, and userscript injection through the Model Context Protocol. | ⭐ 9 | 2025-03-16T13:31:43Z  
**[Chrome Google Search (@cmann50)](https://github.com/cmann50/mcp-chrome-google-search)** | Integrates Google search and webpage content extraction via Chrome browser automation, enabling access up-to-date web information for tasks like fact-checking and research. | ⭐ 6 | 2025-03-07T06:07:40Z  
**[Chrome Tools Mcp (@nicholmikey)](https://github.com/nicholmikey/chrome-tools-MCP)** | An MCP server that provides tools for interacting with Chrome through its DevTools Protocol, enabling remote control of Chrome tabs to execute JavaScript, capture screenshots, monitor network traffic, and more. | ⭐ 10 | 2025-03-16T09:51:35Z  
**[Chromia Mcp (@chromindscan)](https://github.com/chromindscan/chromia-mcp)** | Integrates with the Chromia blockchain to enable cryptocurrency transactions and wallet operations for automated financial workflows. | ⭐ 1 | 2024-12-23T05:26:36Z  
**[Chronulus Mcp (@ChronulusAI)](https://github.com/ChronulusAI/chronulus-mcp)** | Integrates with Chronulus AI's forecasting API to enable time series analysis, prediction generation, and visualization of forecasting data through natural language commands. | ⭐ 15 | 2025-03-17T05:10:48Z  
**[Clanki (@jasperket)](https://github.com/jasperket/clanki)** | Integrates with Anki flashcards to provide card creation and deck management capabilities. | ⭐ 1 | 2025-03-10T05:27:33Z  
**[Claude Chatgpt Mcp (@syedazharmbnr1)](https://github.com/syedazharmbnr1/claude-chatgpt-mcp)** | Integrates Claude with the ChatGPT desktop app on macOS using AppleScript, enabling cross-assistant interactions for prompt sending, response retrieval, and conversation management. | ⭐ 1 | 2025-02-28T03:03:55Z  
**[Claude Chunks (@vetlefo)](https://github.com/vetlefo/claude-chunks)** | An MCP server that intelligently chunks large documents for Claude, enabling efficient context-aware processing and summary generation for enhanced document comprehension. | ⭐ 9 | 2025-03-11T01:41:15Z  
**[Claude Code Mcp (@auchenberg)](https://github.com/auchenberg/claude-code-mcp)** | An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface. | ⭐ 29 | 2025-03-17T09:09:33Z  
**[Claude Code Mcp (@KunihiroS)](https://github.com/KunihiroS/claude-code-mcp)** | This project aims to build a Claude Code MCP server and implement its associated tools (explain_code, review_code, fix_code, edit_code, test_code, simulate_command, your_own_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically | ⭐ 5 | 2025-03-17T04:04:47Z  
**[Claude Data Explorer (@tofunori)](https://github.com/tofunori/claude-mcp-data-explorer)** | Enables data analysis and visualization by integrating with pandas, scikit-learn, matplotlib, and seaborn libraries for dataset exploration, statistical analysis, and chart generation | ⭐ 0 | 2025-03-08T22:18:50Z  
**[Claude Debugs For You (@jasonjmcghee)](https://github.com/jasonjmcghee/claude-debugs-for-you)** | Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode. | ⭐ 193 | 2025-03-17T08:38:31Z  
**[Claude desktop api use via mcp (@mlobo2012)](https://github.com/mlobo2012/Claude_Desktop_API_USE_VIA_MCP)** | A server that enables Claude Desktop users to access the Claude API directly, allowing them to bypass Professional Plan limitations and use advanced features like custom system prompts and conversation management. | ⭐ 4 | 2025-03-16T01:35:04Z  
**[Claude Mcp (@andre-jesus)](https://github.com/andre-jesus/claude-mcp)** | Integrates terminal monitoring capabilities, enabling real-time analysis of multiple terminal outputs for debugging, log review, and system monitoring. | ⭐ 1 | 2025-03-06T21:52:16Z  
**[Claude Mcp (@jamcam-me)](https://github.com/jamcam-me/Claude-MCP)** | Integrates with GitHub, Brave Search, and local filesystems to enable repository management, web searches, and file operations for code analysis, research, and document handling tasks. | ⭐ 1 | 2025-03-04T10:58:37Z  
**[Claude Outlook Mcp (@syedazharmbnr1)](https://github.com/syedazharmbnr1/claude-outlook-mcp)** | Integrates with Microsoft Outlook for macOS using AppleScript to enable email, calendar, and contact management operations for automated workflows and scheduling assistance. | ⭐ 2 | 2025-03-14T03:01:44Z  
**[Claude Post (@ZilongXue)](https://github.com/ZilongXue/claude-post)** | ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending. | ⭐ 35 | 2025-03-16T16:37:19Z  
**[Claude Pytorch Treehugger (@izaitsevfb)](https://github.com/izaitsevfb/claude-pytorch-treehugger)** | Provides access to PyTorch CI/CD analytics data including workflows, jobs, test runs, and log analysis through an MCP interface. | ⭐ 0 | 2025-03-14T21:38:17Z  
**[Claude Repl (@lyuhau)](https://github.com/lyuhau/claude-mcp-repl)** | Provides a Python REPL server for executing code and shell commands, enabling complex data analysis and system administration tasks. | ⭐ 0 | 2025-01-03T01:34:32Z  
**[Claude Server (@davidteren)](https://github.com/davidteren/claude-server)** | Enhances Claude's capabilities with context management across sessions, knowledge organization through hierarchical project contexts, and continuous conversation threads stored in a well-structured directory. | ⭐ 1 | 2025-03-15T18:02:21Z  
**[Claude Trello (@hrs-asano)](https://github.com/hrs-asano/claude-mcp-trello)** | A Model Context Protocol server that provides tools for interacting with Trello boards, enabling seamless management of cards, lists, and activities while handling rate limiting and type safety. | ⭐ 1 | 2025-03-11T22:05:40Z  
**[Claude Ts Mcps (@ukkz)](https://github.com/ukkz/claude-ts-mcps)** | A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs. | ⭐ 8 | 2025-03-17T01:56:01Z  
**[Claudecomputercommander (@wonderwhy-er)](https://github.com/wonderwhy-er/ClaudeComputerCommander)** | Integrates terminal and filesystem capabilities for executing system commands, managing processes, and performing advanced file operations on the local system. | ⭐ 71 | 2025-03-17T05:48:19Z  
**[Claudekeep (@sdairs)](https://github.com/sdairs/claudekeep)** | An MCP server that enables saving and sharing Claude Desktop conversations, allowing users to store chats privately or make them public through a web interface. | ⭐ 5 | 2025-03-09T14:53:24Z  
**[Claudeus Wp Mcp (@deus-h)](https://github.com/deus-h/claudeus-wp-mcp)** | A server enabling seamless interaction between AI models and WordPress sites with secure, standardized communication using the WordPress REST API for comprehensive site management. | ⭐ 5 | 2025-03-17T10:21:41Z  
**[Clever Demo (@davlgd)](https://github.com/davlgd/mcp-clever-demo)** | Integrates with Clever Cloud's tools and services to enable application deployment, environment management, and resource monitoring. | ⭐ 1 | 2025-01-29T16:34:50Z  
**[Clever Doc Server (@LostInBrittany)](https://github.com/LostInBrittany/clever-doc-mcp-server)** | Exposes Clever Cloud's documentation for querying and accessing content, enabling automated lookup and integration with development workflows. | ⭐ 0 | 2025-01-29T21:51:04Z  
**[Cli Exec (@jakenuts)](https://github.com/jakenuts/mcp-cli-exec)** | A CLI command execution server that enables running shell commands with structured output, providing detailed execution results including stdout, stderr, exit code, and execution duration. | ⭐ 0 | 2025-03-05T22:21:40Z  
**[Cli Server (@MladenSU)](https://github.com/MladenSU/cli-mcp-server)** | Execute shell commands with strict security policies. | ⭐ 39 | 2025-03-17T00:23:28Z  
**[Clickhouse (@ClickHouse)](https://github.com/ClickHouse/mcp-clickhouse)** | Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards. | ⭐ 93 | 2025-03-17T10:09:11Z  
**[Clickhouse (@iskakaushik)](https://github.com/iskakaushik/mcp-clickhouse)** | An MCP server for ClickHouse. | ⭐ 3 | 2025-01-06T22:46:21Z  
**[Clickhouse mcp server (@ThomAub)](https://github.com/ThomAub/clickhouse_mcp_server)** | A Model Context Protocol server that enables Large Language Models to seamlessly interact with ClickHouse databases, supporting resource listing, schema retrieval, and query execution. | ⭐ 1 | 2024-12-18T19:48:51Z  
**[Clicksend Mcp (@J-Gal02)](https://github.com/J-Gal02/clicksend-mcp)** | This server enables AI models to send SMS messages and initiate Text-to-Speech calls programmatically using ClickSend's API with built-in rate limiting and input validation. | ⭐ 1 | 2025-01-30T01:04:24Z  
**[Clickup (@mikah13)](https://github.com/mikah13/mcp-clickup)** | MCP Server for the ClickUp API, | ⭐ 1 | 2025-02-18T23:44:33Z  
**[Clickup (@noahvanhart)](https://github.com/noahvanhart/mcp-server-clickup)** | A Claude-compatible MCP server that enables storing and summarizing notes through a simple note storage system with custom URI scheme. | ⭐ 3 | 2025-02-28T21:36:17Z  
**[Clickup Server (@Nazruden)](https://github.com/Nazruden/clickup-mcp-server)** | This server integrates AI assistants with ClickUp workspaces, enabling task, team, list, and board management through a secure OAuth2 authentication process. | ⭐ 5 | 2025-03-16T10:07:29Z  
**[Clickup Server (@TaazKareem)](https://github.com/TaazKareem/clickup-mcp-server)** | Integrates ClickUp task management with AI systems to enable automated task creation, updates, and retrieval for enhanced project workflow efficiency. | ⭐ 20 | 2025-03-14T18:58:59Z  
**[Clickup Server (@v4lheru)](https://github.com/v4lheru/clickup-mcp-server)** | An enhanced Model Context Protocol server that enables AI assistants to interact with ClickUp workspaces, supporting task relationships, comments, checklists, and workspace management through natural language. | ⭐ 0 | 2025-03-15T21:36:42Z  
**[Client Configuration Server (@landicefu)](https://github.com/landicefu/mcp-client-configuration-server)** | A tool that helps manage and synchronize MCP server configurations across different AI assistant clients (Cline, Roo Code, WindSurf, Claude), automating the process of retrieving, listing, adding, and removing server configurations from client configuration files. | ⭐ 1 | 2025-03-12T08:12:11Z  
**[Client Langchain Py (@hideya)](https://github.com/hideya/mcp-client-langchain-py)** | This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly. | ⭐ 3 | 2025-03-16T00:40:57Z  
**[Cline Browser Use Mcp (@ztobs)](https://github.com/ztobs/cline-browser-use-mcp)** | Provides browser automation capabilities for capturing screenshots, retrieving HTML, executing JavaScript, and accessing console logs from web pages. | ⭐ 14 | 2025-03-06T01:10:31Z  
**[Cline Personas (@bradfair)](https://github.com/bradfair/mcp-cline-personas)** | An MCP server for managing and activating persona templates and components by writing to .clinerules files, supporting version tracking and file-based storage. | ⭐ 19 | 2025-03-14T00:26:25Z  
**[Cline Project Content Server (@MaheshDoiphode)](https://github.com/MaheshDoiphode/mcp-cline-project-content-server)** | An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options. | ⭐ 3 | 2025-01-22T00:05:47Z  
**[Clipboard Mcp (@newbeb)](https://github.com/newbeb/clipboard-mcp)** | Integrates with the MacOS clipboard to enable reading and writing of system clipboard content for text processing and data transfer tasks. | ⭐ 2 | 2025-03-12T20:18:48Z  
**[Clj (@hugoduncan)](https://github.com/hugoduncan/mcp-clj)** | Exposes Clojure REPL functionality over SSE transport, enabling remote code execution and interactive data analysis. | ⭐ 11 | 2025-03-17T13:11:34Z  
**[Clojars Mcp Server (@Bigsy)](https://github.com/Bigsy/Clojars-MCP-Server)** | Retrieves information related to Clojure dependency management. | ⭐ 2 | 2025-02-18T22:42:40Z  
**[Cloud Foundry Mcp (@cpage-pivotal)](https://github.com/cpage-pivotal/cloud-foundry-mcp)** | Integrates with Cloud Foundry foundations to enable management of applications, services, and resources. | ⭐ 2 | 2025-02-28T21:05:37Z  
**[Cloudflare (@cloudflare)](https://github.com/cloudflare/mcp-server-cloudflare)** | Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things on your Cloudflare account. | ⭐ 428 | 2025-03-17T14:11:29Z  
**[Cloudflare (@GutMutCode)](https://github.com/GutMutCode/mcp-server-cloudflare)** | Integrates with Cloudflare's API to enable management of DNS, CDN, and security configurations for web infrastructure automation. | ⭐ 5 | 2025-03-16T09:50:04Z  
**[Cloudflare Api Mcp (@zueai)](https://github.com/zueai/cloudflare-api-mcp)** | A lightweight MCP server for managing DNS records, purging cache, and interacting with the Cloudflare API through natural language commands. | ⭐ 11 | 2025-03-17T13:20:58Z  
**[Cloudflare Browser Rendering (@amotivv)](https://github.com/amotivv/cloudflare-browser-rendering)** | A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content. | ⭐ 2 | 2025-03-14T18:44:58Z  
**[Cloudflare Browser Rendering Mcp (@amotivv)](https://github.com/amotivv/cloudflare-browser-rendering-mcp)** | This MCP server provides tools for interacting with Cloudflare Browser Rendering, allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop. | ⭐ 1 | 2025-03-14T20:58:45Z  
**[Cloudflare Github Backup Mcp (@DynamicEndpoints)](https://github.com/DynamicEndpoints/cloudflare-github-backup-mcp)** | An MCP server that automates the backup of Cloudflare projects to a GitHub repository, providing a systematic way to preserve Cloudflare configurations and assets. | ⭐ 0 | 2025-02-25T19:09:44Z  
**[Cloudinary Server (@felores)](https://github.com/felores/cloudinary-mcp-server)** | This server provides tools for uploading images and videos directly to Cloudinary using Claude/Cline, facilitating resource management with customizable options like resource type and public ID. | ⭐ 4 | 2025-03-13T16:53:40Z  
**[Cmd Mcp Server (@PhialsBasement)](https://github.com/PhialsBasement/CMD-MCP-Server)** | MCP server allowing any and all command execution over CMD | ⭐ 9 | 2025-03-09T06:15:20Z  
**[Cockroachdb Server (@dhartunian)](https://github.com/dhartunian/cockroachdb-mcp-server)** | Connects to CockroachDB instances and exposes database structures as resources, enabling SQL query execution and analysis through Claude's interface. | ⭐ 0 | 2025-02-25T21:47:51Z  
**[Code Analysis Mcp (@saiprashanths)](https://github.com/saiprashanths/code-analysis-mcp)** | Integrates code analysis with scraping capabilities to enable code review, static analysis, and automated refactoring suggestions for development teams. | ⭐ 7 | 2025-03-14T05:22:47Z  
**[Code Analyzer (@seanivore)](https://github.com/seanivore/mcp-code-analyzer)** | Analyzes Python code structure, complexity, and dependencies using parsing tools to provide insights for automated quality checks and code reviews. | ⭐ 10 | 2025-02-17T00:27:26Z  
**[Code Explainer Mcp (@BillDuke13)](https://github.com/BillDuke13/code-explainer-mcp)** | Integrates with Cloudflare Workers to provide code explanation services, including architecture diagram generation, core functionality identification, and component breakdown across multiple programming languages. | ⭐ 1 | 2025-03-05T18:07:38Z  
**[Code Indexer (@zxfgds)](https://github.com/zxfgds/mcp-code-indexer)** | Indexes and retrieves code snippets using embedding models and vector databases, enabling efficient code search and analysis for software development tasks. | ⭐ 0 | 2025-03-04T15:04:02Z  
**[Code Knowledge Mcptool (@davidvc)](https://github.com/davidvc/code-knowledge-mcptool)** | Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline. | ⭐ 9 | 2025-03-03T22:46:07Z  
**[Code Mcp (@block)](https://github.com/block/code-mcp)** | Enables AI agents and assistants like Goose or Claude to interact with VS Code through the Model Context Protocol. | ⭐ 11 | 2025-03-17T09:19:36Z  
**[Code Mcp (@davidvc)](https://github.com/davidvc/code-mcp)** | Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases. | ⭐ 4 | 2025-02-28T08:48:09Z  
**[Code Research Server (@nahmanmate)](https://github.com/nahmanmate/code-research-mcp-server)** | Integrates with programming resources like Stack Overflow, MDN, GitHub, npm, and PyPI to enable efficient code lookup, documentation retrieval, and package selection. | ⭐ 23 | 2025-03-16T11:22:52Z  
**[Code Sandbox Mcp (@Automata-Labs-team)](https://github.com/Automata-Labs-team/code-sandbox-mcp)** | An MCP server to create secure code sandbox environment for executing code within Docker containers. | ⭐ 51 | 2025-03-17T02:58:28Z  
**[Code Snippets (@ngeojiajun)](https://github.com/ngeojiajun/mcp-code-snippets)** | Manages and stores code snippets across languages, enabling creation, listing, and deletion with flexible filtering and tagging. | ⭐ 4 | 2025-02-07T17:25:16Z  
**[Codebase Mcp (@DeDeveloper23)](https://github.com/DeDeveloper23/codebase-mcp)** | A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories. | ⭐ 4 | 2025-03-16T18:44:27Z  
**[Codechecker Mcp (@jacklandis29)](https://github.com/jacklandis29/codechecker-mcp)** | A code review tool for Cursor IDE that uses OpenAI's GPT models to provide intelligent code analysis and suggestions. | ⭐ 2 | 2025-03-12T22:07:26Z  
**[Codemcp (@ezyang)](https://github.com/ezyang/codemcp)** | A multi-purpose MCP for coding with Claude Sonnet that enables reading/writing files with git integration, requiring explicit repository opt-in for safety. | ⭐ 313 | 2025-03-17T13:54:16Z  
**[Coder Toolbox Server (@lamemind)](https://github.com/lamemind/coder-toolbox-mcp-server)** | A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows. | ⭐ 2 | 2025-01-20T09:41:31Z  
**[Codesavant (@twolven)](https://github.com/twolven/mcp-codesavant)** | Provides a robust code management and execution interface for reading, writing, versioning, and running code across multiple projects and languages. | ⭐ 8 | 2025-03-15T17:55:42Z  
**[Codex Keeper (@aindreyway)](https://github.com/aindreyway/mcp-codex-keeper)** | Integrates with external resources to provide curated development knowledge for code generation, bug fixing, and context-aware programming advice. | ⭐ 50 | 2025-03-15T01:39:43Z  
**[Coding Standards Mcp (@ggerve)](https://github.com/ggerve/coding-standards-mcp)** | Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React. | ⭐ 0 | 2025-02-25T15:01:32Z  
**[Cognee (@topoteretes)](https://github.com/topoteretes/cognee)** | Cognee implements modular pipelines for scalable AI data layer operations, including vector and graph storage for conversational, document, and transcription analysis. | ⭐ 1439 | 2025-03-17T13:58:08Z  
**[Cognee Mcp (@topoteretes)](https://github.com/topoteretes/cognee/tree/HEAD/cognee-mcp)** | AI-friendly database and knowledge-management capabilities via various database schemes. | ⭐ 1439 | 2025-03-17T13:58:08Z  
**[Cognee Mcp (@topoteretes)](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** | GraphRAG memory server with customizable ingestion, data processing and search | ⭐ 1439 | 2025-03-17T13:58:08Z  
**[Coin api mcp (@longmans)](https://github.com/longmans/coin_api_mcp)** | A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data, enabling AI applications to retrieve cryptocurrency listings, quotes, and detailed information. | ⭐ 10 | 2025-03-13T13:28:17Z  
**[Coin daemon mcp (@raw391)](https://github.com/raw391/coin_daemon_mcp)** | Enables secure interactions with cryptocurrency daemon RPC interfaces through AI assistants, supporting transaction management, wallet operations, and daemon monitoring for Bitcoin-derived cryptocurrencies. | ⭐ 1 | 2025-03-10T15:46:00Z  
**[Coincap Jj (@wazzan)](https://github.com/wazzan/mcp-coincap-jj)** | A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface. Updated to use Coin Cap API v3 | ⭐ 0 | 2025-03-17T00:40:36Z  
**[Coincap Mcp (@QuantGeekDev)](https://github.com/QuantGeekDev/coincap-mcp)** | Access cryptocurrency price data without authentication. | ⭐ 27 | 2025-03-16T17:57:10Z  
**[Coingecko Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-coingecko-server)** | Integrates with CoinGecko Pro API to retrieve cryptocurrency data, enabling market analysis, portfolio tracking, and price monitoring applications. | ⭐ 5 | 2025-02-13T09:55:46Z  
**[Coinmarket Server (@anjor)](https://github.com/anjor/coinmarket-mcp-server)** | Coinmarket API integration to fetch cryptocurrency listings and quotes | ⭐ 20 | 2025-03-14T19:51:43Z  
**[Collection (@didlawowo)](https://github.com/didlawowo/mcp-collection)** | provide access to monitor and cluster logs from datadog | ⭐ 2 | 2025-03-01T08:54:08Z  
**[Comfy Pipeline (@lalanikarim)](https://github.com/lalanikarim/comfy-mcp-pipeline)** | Integrates with ComfyUI to enable natural language-driven image generation using customizable Stable Diffusion workflows | ⭐ 5 | 2025-03-07T03:14:16Z  
**[Comfy Server (@lalanikarim)](https://github.com/lalanikarim/comfy-mcp-server)** | The Comfy MCP Server uses the FastMCP framework to generate images from prompts by interacting with a remote Comfy server, allowing automated image creation based on workflow configurations. | ⭐ 5 | 2025-03-17T05:34:33Z  
**[Comfy Ui Server (@jonpojonpo)](https://github.com/jonpojonpo/comfy-ui-mcp-server)** | A server for connecting to a local ComfyUI instance that enables storing and summarizing notes with custom URI scheme support. | ⭐ 2 | 2025-03-12T21:40:19Z  
**[Comfyui Server (@joenorton)](https://github.com/joenorton/comfyui-mcp-server)** | Integrates ComfyUI with WebSocket communication for on-demand image generation, enabling customizable requests with parameters like prompt, width, and height. | ⭐ 3 | 2025-03-16T21:19:41Z  
**[Command Executor Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/command-executor-mcp-server)** | Enables secure execution of pre-approved system commands for automation tasks, system management, and controlled access to host resources. | ⭐ 17 | 2025-03-14T08:55:02Z  
**[Command Proxy (@Hormold)](https://github.com/Hormold/mcp-command-proxy)** | A proxy server that enables AI assistants to run and interact with command-line applications like Expo through the Model Context Protocol (MCP), capturing logs and allowing keypress forwarding. | ⭐ 5 | 2025-03-12T01:45:00Z  
**[Command Server (@Andrew-Beniash)](https://github.com/Andrew-Beniash/mcp-command-server)** | Implements a robust security layer for command processing, utilizing multi-step verification and auditing to enable high-security use cases like critical infrastructure management. | ⭐ 0 | 2025-01-30T00:14:37Z  
**[Commands (@g0t4)](https://github.com/g0t4/mcp-server-commands)** | An MCP server to run commands. | ⭐ 79 | 2025-03-17T01:10:07Z  
**[Communicator Telegram (@qpd-v)](https://github.com/qpd-v/mcp-communicator-telegram)** | An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a Telegram bot. | ⭐ 15 | 2025-03-13T06:58:25Z  
**[Compass (@liuyoshio)](https://github.com/liuyoshio/mcp-compass)** | MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries. | ⭐ 23 | 2025-03-17T08:27:11Z  
**[Configurable Puppeteer (@afshawnlotfi)](https://github.com/afshawnlotfi/mcp-configurable-puppeteer)** | Enables browser automation through Puppeteer with configurable launch options for Chrome and Firefox, supporting web testing, data extraction, form filling, and interactive demonstrations | ⭐ 0 | 2025-03-09T03:21:52Z  
**[Confluence (@mouhamadalmounayar)](https://github.com/mouhamadalmounayar/mcp-confluence)** | Integrates Atlassian Confluence content for retrieving page and blog post data, enabling knowledge base querying and content analysis. | ⭐ 9 | 2025-02-15T17:48:01Z  
**[Confluence Cloud Mcp (@aaronsb)](https://github.com/aaronsb/confluence-cloud-mcp)** | Enables AI assistants to interact with Confluence Cloud for managing spaces, pages, and content via the Model Context Protocol (MCP). | ⭐ 10 | 2025-03-13T17:49:48Z  
**[Confluence Mcp (@zereight)](https://github.com/zereight/confluence-mcp)** | jira, wiki mcp | ⭐ 4 | 2025-03-17T08:39:31Z  
**[Confluence Server (@KS-GEN-AI)](https://github.com/KS-GEN-AI/confluence-mcp-server)** | Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces. | ⭐ 3 | 2025-03-16T13:43:52Z  
**[Connectwise Server (@ethangillani)](https://github.com/ethangillani/connectwise-mcp-server)** | A Model Context Protocol server that enables Claude to interact with the ConnectWise Manage API to perform operations like retrieving, creating, updating, and deleting tickets, companies, contacts, and other entities. | ⭐ 0 | 2025-03-07T03:34:41Z  
**[Consolespy (@mgsrevolver)](https://github.com/mgsrevolver/consolespy)** | Captures browser console logs and makes them available in an IDE through a server, browser extension, and web interface for seamless integration into development workflows. | ⭐ 3 | 2025-03-14T05:12:09Z  
**[Consulting Agents Mcp (@MatthewPDingle)](https://github.com/MatthewPDingle/consulting-agents-mcp)** | Enables Claude Code to consult with multiple expert coding agents powered by OpenAI's o3-mini and Claude 3.7 Sonnet for enhanced problem analysis and diverse model perspectives | ⭐ 3 | 2025-03-17T11:05:19Z  
**[Contentful Delivery Mcp (@mshaaban0)](https://github.com/mshaaban0/contentful-delivery-mcp)** | Integrates with Contentful's Delivery API to enable querying and retrieving structured content using keywords or sentences, facilitating content-driven applications and dynamic websites. | ⭐ 0 | 2025-03-13T10:23:51Z  
**[Contentful Mcp (@ivo-toby)](https://github.com/ivo-toby/contentful-mcp)** | Integrate with Contentful's Content Management API for CMS management. | ⭐ 9 | 2025-03-14T15:32:05Z  
**[Convex](https://stack.convex.dev/convex-mcp-server)** | Introspect and query your apps deployed to Convex. | N/A | N/A  
**[Coolify Server (@StuMason)](https://github.com/StuMason/coolify-mcp-server)** | Enables interaction with Coolify applications and resources through the Coolify API via a standardized interface, supporting application management operations such as listing, starting, stopping, restarting, and deploying. | ⭐ 3 | 2025-03-07T23:58:56Z  
**[Cooper Hewitt Mcp (@behole)](https://github.com/behole/cooper-hewitt-mcp)** | Interact with the Cooper Hewitt API with MCP. | ⭐ 3 | 2025-03-01T15:26:42Z  
**[Cosa Sai (@M-Gonzalo)](https://github.com/M-Gonzalo/cosa-sai)** | Provides curated documentation access via the Gemini API, enabling users to query and interact with technical docs effectively by overcoming context and search limitations. | ⭐ 11 | 2025-03-11T13:14:04Z  
**[Cosense Server (@funwarioisii)](https://github.com/funwarioisii/cosense-mcp-server)** | An MCP server that allows Claude to access pages from Cosense projects, supporting both public and private projects with optional SID authentication. | ⭐ 0 | 2024-12-10T06:32:08Z  
**[Cosense Server (@yosider)](https://github.com/yosider/cosense-mcp-server)** | Integrates with cosense to enable retrieval and analysis of project pages for knowledge base querying and collaborative document processing. | ⭐ 3 | 2025-03-11T23:30:20Z  
**[Couchbase Mcp (@shivay-couchbase)](https://github.com/shivay-couchbase/couchbase-mcp)** | Integrates Couchbase vector search for semantic similarity queries on Star Wars planet data. | ⭐ 1 | 2025-03-17T13:56:13Z  
**[Couchdb Server (@robertoamoreno)](https://github.com/robertoamoreno/couchdb-mcp-server)** | A TypeScript-based MCP server that enables AI assistants to interact with CouchDB databases through a simple interface, providing tools for creating, reading, and querying databases and documents. | ⭐ 2 | 2025-03-09T15:28:43Z  
**[Crawl4ai Server (@weidwonder)](https://github.com/weidwonder/crawl4ai-mcp-server)** | Integrates with Google Custom Search Engine to enable automated web crawling, content extraction, and search result parsing for data collection and analysis at scale. | ⭐ 29 | 2025-03-17T01:07:26Z  
**[Crawlab Mcp (@crawlab-team)](https://github.com/crawlab-team/crawlab-mcp)** | A Model Context Protocol server that allows AI applications to interact with Crawlab's functionality through natural language, enabling spider management, task execution, and file operations. | ⭐ 1 | 2025-03-11T10:21:22Z  
**[Create (@tesla0225)](https://github.com/tesla0225/mcp-create)** | A dynamic service that creates and manages Model Context Protocol (MCP) servers, allowing users to spawn, customize, and control multiple MCP servers as child processes. | ⭐ 14 | 2025-03-17T13:34:47Z  
**[Create Server (@maoxiaoke)](https://github.com/maoxiaoke/create-mcp-server)** | Streamlines MCP server creation with a structured development protocol and example templates, offering an npx-invokable tool for efficient setup of server scaffolds. | ⭐ 19 | 2025-03-17T01:08:39Z  
**[Cryo Mcp (@z80dev)](https://github.com/z80dev/cryo-mcp)** | An API server that implements the Model Completion Protocol (MCP) for Cryo blockchain data extraction, allowing users to query Ethereum blockchain data through any MCP-compatible client. | ⭐ 84 | 2025-03-16T08:07:13Z  
**[Crypto Feargreed Mcp (@kukapay)](https://github.com/kukapay/crypto-feargreed-mcp)** | A mcp server that provides real-time and historical Crypto Fear & Greed Index data. | ⭐ 0 | 2025-03-15T12:32:14Z  
**[Crypto Mcp (@1595901624)](https://github.com/1595901624/crypto-mcp)** | Provides encryption, decryption, and hashing functionalities using the crypto-js library for secure data handling and integrity verification in workflows. | ⭐ 2 | 2025-03-01T09:57:47Z  
**[Crypto Mcp (@szcharlesji)](https://github.com/szcharlesji/crypto-mcp)** | Real-time access to cryptocurrency data from the CoinMarketCap API. | ⭐ 0 | 2025-03-14T20:13:20Z  
**[Crypto Price (@truss44)](https://github.com/truss44/mcp-crypto-price)** | Integrates with CoinCap's API to provide real-time cryptocurrency data, enabling price tracking, market analysis, and historical trend examination for financial applications. | ⭐ 6 | 2025-03-17T02:37:54Z  
**[Cryptopanic Server (@kukapay)](https://github.com/kukapay/cryptopanic-mcp-server)** | Provide the latest cryptocurrency news to AI agents. | ⭐ 2 | 2025-03-16T11:29:54Z  
**[Csv Server (@shadowk1337)](https://github.com/shadowk1337/mcp-csv-server)** | Integrates with Spring Boot to process CSV and Excel files, enabling data extraction and manipulation for analysis, reporting, or system integration tasks. | ⭐ 0 | 2025-03-06T15:52:52Z  
**[Ctgov mcp (@navisbio)](https://github.com/navisbio/ctgov_MCP)** | Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights. | ⭐ 5 | 2025-03-13T12:53:40Z  
**[Curl (@mcp-get)](https://github.com/mcp-get/community-servers/tree/HEAD/src/server-curl)** | Make HTTP requests to any URL using curl-like interface. | ⭐ 26 | 2025-03-14T22:25:52Z  
**[Cursor A11y Mcp (@westsideori)](https://github.com/westsideori/cursor-a11y-mcp)** | Integrates accessibility testing capabilities using Puppeteer to perform automated WCAG compliance checks and generate remediation suggestions for web applications. | ⭐ 0 | 2025-03-11T21:27:46Z  
**[Cursor Apple Notes (@packetnomad)](https://github.com/packetnomad/cursor-mcp-apple-notes)** | Integrates with Apple Notes on macOS, enabling direct searching, reading, and creation of notes without leaving the Cursor editor. | ⭐ 0 | 2025-03-10T09:02:22Z  
**[Cursor Db Mcp (@jbdamask)](https://github.com/jbdamask/cursor-db-mcp)** | A Model Context Protocol server that enables AI assistants to explore and interact with Cursor IDE's SQLite databases, providing access to project data, chat history, and composer information. | ⭐ 6 | 2025-03-17T13:21:13Z  
**[Cursor Mcp (@Buga-luga)](https://github.com/Buga-luga/cursor-mcp)** | Facilitates integration with the Cursor code editor by enabling real-time code indexing, analysis, and bi-directional communication with Claude, supporting concurrent sessions and automatic reconnection. | ⭐ 30 | 2025-03-14T05:25:55Z  
**[Cursor Trivy (@norbinsh)](https://github.com/norbinsh/cursor-mcp-trivy)** | Provides Trivy security scanning capabilities through a standardized interface, allowing users to scan projects for vulnerabilities and automatically fix them by updating dependencies. | ⭐ 2 | 2025-02-18T12:17:22Z  
**[Custom Gitlab Server (@chris-miaskowski)](https://github.com/chris-miaskowski/custom-gitlab-mcp-server)** | Integrates with GitLab repositories to enable searching, file management, issue creation, merge requests, forking, and branch creation through Node.js with robust Zod schema validation. | ⭐ 0 | 2025-03-07T12:17:28Z  
**[Custom Mcp Server (@MaitreyaM)](https://github.com/MaitreyaM/Custom-MCP-server)** | Provides AI assistants with access to technical documentation from LangChain, LlamaIndex, and OpenAI libraries through a specialized search tool that leverages the Brave Search API to find, fetch, and extract relevant content. | ⭐ 0 | 2025-03-16T11:34:19Z  
**[Custom mcp servers (@francesliang)](https://github.com/francesliang/custom_mcp_servers)** | Processes and categorizes financial transaction data into predefined expense and income categories, outputting organized CSV files for personal finance management and expense tracking. | ⭐ 0 | 2025-03-16T07:30:00Z  
**[Cve Search mcp (@roadwy)](https://github.com/roadwy/cve-search_mcp)** | Integrates with the CVE-CIRCL API to enable searching and retrieving vulnerability information from the Common Vulnerabilities and Exposures database for security research, patch verification, and security assessments. | ⭐ 1 | 2025-03-12T10:53:45Z  
**[Dafny Mcp (@namin)](https://github.com/namin/dafny-mcp)** | Integrates with Dafny to verify code correctness through analysis of formal specifications and proofs. | ⭐ 2 | 2025-01-19T19:18:49Z  
**[Daipendency Mcp (@daipendency)](https://github.com/daipendency/daipendency-mcp)** | Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.) | ⭐ 47 | 2025-03-17T13:02:50Z  
**[Dappier Mcp (@DappierAI)](https://github.com/DappierAI/dappier-mcp)** | Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher content. Explore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace). | ⭐ 1 | 2025-03-17T12:33:53Z  
**[Dart Server (@its-dart)](https://github.com/its-dart/dart-mcp-server)** | Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool | ⭐ 6 | 2025-03-09T00:39:08Z  
**[Dart Server (@jmanhype)](https://github.com/jmanhype/dart-mcp-server)** | A Dart-based MCP server implementation that enables AI-assisted task management, document handling, and workspace organization through standardized tools and seamless Dart integration. | ⭐ 2 | 2025-03-11T09:18:11Z  
**[Data Exploration (@reading-plus-ai)](https://github.com/reading-plus-ai/mcp-server-data-exploration)** | Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. | ⭐ 132 | 2025-03-17T09:31:56Z  
**[Data Extractor (@sammcj)](https://github.com/sammcj/mcp-data-extractor)** | Extracts data from TypeScript/JavaScript code into JSON configuration files, facilitating code refactoring and improved maintainability. | ⭐ 2 | 2025-03-10T14:06:27Z  
**[Database Server (@fireproof-storage)](https://github.com/fireproof-storage/mcp-database-server)** | Fireproof ledger database with multi-user sync | ⭐ 11 | 2025-03-15T19:30:56Z  
**[Database Updater Mcp Server (@AnuragRai017)](https://github.com/AnuragRai017/database-updater-MCP-Server)** | Streamlines database updates from CSV and Excel files, supporting multiple database types for efficient data migration and synchronization tasks. | ⭐ 0 | 2025-03-11T17:18:25Z  
**[Databricks Server (@RafaelCartenet)](https://github.com/RafaelCartenet/mcp-databricks-server)** | Integrates with Databricks to execute SQL queries, list schemas, and describe table structures using the Statement Execution API for data exploration and analysis tasks | ⭐ 3 | 2025-03-17T07:39:03Z  
**[Databridge Mcp (@databridge-org)](https://github.com/databridge-org/databridge-mcp)** | Integrates with DataBridge to enable ingestion and retrieval of contextual information from a local database, supporting persistent storage for AI applications. | ⭐ 2 | 2025-03-15T00:55:18Z  
**[Datadog (@winor30)](https://github.com/winor30/mcp-server-datadog)** | Integrates with Datadog's API to enable incident management, including listing and retrieving incident information for system monitoring and observability workflows. | ⭐ 10 | 2025-03-16T07:54:41Z  
**[Datagov Server (@melaodoidao)](https://github.com/melaodoidao/datagov-mcp-server)** | An MCP server that provides access to government datasets from Data.gov, enabling users to search packages, view dataset details, list groups and tags, and access resources by URL. | ⭐ 1 | 2025-02-27T03:37:20Z  
**[Datahub (@acryldata)](https://github.com/acryldata/mcp-server-datahub)** | Integrates with DataHub's API to enable metadata management, discovery, and governance across diverse data assets in complex ecosystems. | ⭐ 0 | 2025-03-07T02:32:56Z  
**[Dataset Viewer (@privetin)](https://github.com/privetin/dataset-viewer)** | Integrates with the Hugging Face Dataset Viewer API to enable exploration, analysis, and content retrieval of datasets hosted on the Hugging Face Hub. | ⭐ 5 | 2025-03-10T11:10:02Z  
**[Datetime (@odgrim)](https://github.com/odgrim/mcp-datetime)** | A TypeScript server implementing the Model Context Protocol (MCP) that provides datetime and timezone information to AI agents and chat interfaces, allowing them to access current time in various timezones. | ⭐ 0 | 2025-03-05T05:56:04Z  
**[Datetime (@ZeparHyfar)](https://github.com/ZeparHyfar/mcp-datetime)** | A datetime formatting service implemented as an MCP server for the Claude Desktop Application. Supports generation of datetime strings in various formats. | ⭐ 4 | 2025-03-16T14:06:51Z  
**[Daytona Interpreter (@nkkko)](https://github.com/nkkko/daytona-mcp-interpreter)** | Integrates with Daytona's secure Python execution environment to enable isolated code running and workspace management for testing and educational purposes. | ⭐ 5 | 2025-03-14T14:49:58Z  
**[Db Mcp (@ALX99)](https://github.com/ALX99/db-mcp)** | Connects AI models to multiple database systems for executing queries and retrieving results across PostgreSQL, MySQL, and SQLite. | ⭐ 0 | 2025-02-12T12:49:55Z  
**[Db Tool (@wirdes)](https://github.com/wirdes/db-mcp-tool)** | Provides a unified interface for exploring and managing PostgreSQL, MySQL, and Firestore databases through specialized commands for listing tables, viewing triggers, executing SQL queries, and exporting schemas or data. | ⭐ 3 | 2025-03-16T08:15:54Z  
**[Dbhub (@bytebase)](https://github.com/bytebase/dbhub)** | Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. | ⭐ 24 | 2025-03-17T13:08:24Z  
**[Dblp (@szeider)](https://github.com/szeider/mcp-dblp)** | A Model Context Protocol server that provides access to the DBLP computer science bibliography database, allowing AI models to search publications, process citations, and generate accurate BibTeX entries. | ⭐ 1 | 2025-03-16T10:39:08Z  
**[Dbmcp (@Verssae)](https://github.com/Verssae/dbmcp)** | Enables direct SQL query execution against MSSQL databases through a FastMCP-powered server with Docker containerization for seamless data analysis and manipulation. | ⭐ 0 | 2025-03-14T01:45:07Z  
**[Dbt Semantic Layer Server (@TommyBez)](https://github.com/TommyBez/dbt-semantic-layer-mcp-server)** | A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results. | ⭐ 4 | 2025-03-10T07:39:54Z  
**[Dbutils (@donghao1393)](https://github.com/donghao1393/mcp-dbutils)** | DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more) within a unified connection configuration in a safe way. | ⭐ 15 | 2025-03-17T07:52:23Z  
**[Dbx Server (@amgadabdelhafez)](https://github.com/amgadabdelhafez/dbx-mcp-server)** | Enables interaction with Dropbox through the Model Context Protocol, providing tools for file management, uploads, downloads, deletion, and token updates with secure runtime authentication. | ⭐ 2 | 2025-03-09T23:42:46Z  
**[Ddg Mcp (@misanthropic-ai)](https://github.com/misanthropic-ai/ddg-mcp)** | Integrates with DuckDuckGo to provide web, image, news, and video search capabilities with configurable parameters for region, safesearch, and time limits. | ⭐ 0 | 2025-03-13T02:25:46Z  
**[Ddgs (@lowlyocean)](https://github.com/lowlyocean/mcp-ddgs)** | Integrates with DuckDuckGo to enable web search functionality, returning results as structured data for easy incorporation into AI workflows. | ⭐ 0 | 2025-02-25T22:27:53Z  
**[Decent Sampler Drums (@dandeliongold)](https://github.com/dandeliongold/mcp-decent-sampler-drums)** | Facilitates the creation of DecentSampler drum kit configurations, supporting WAV file analysis and XML generation to ensure accurate sample lengths and well-structured presets. | ⭐ 1 | 2025-03-16T16:04:38Z  
**[Deep Reasoning Mcp (@Lakphy)](https://github.com/Lakphy/deep-reasoning-mcp)** | Integrates with OpenRouter's AI SDK to enable deep reasoning capabilities for complex analysis and inference tasks. | ⭐ 4 | 2025-02-18T11:22:01Z  
**[Deep Research Mcp (@JoshuaLelon)](https://github.com/JoshuaLelon/deep-research-mcp)** | Integrates multiple AI agents to conduct in-depth research on complex topics with customizable tones, providing detailed progress reporting and error handling. | ⭐ 0 | 2025-02-22T18:38:28Z  
**[Deep Research Mcp (@Ozamatash)](https://github.com/Ozamatash/deep-research-mcp)** | Performs iterative, deep research on any topic by combining search engines, web scraping, and large language models to generate comprehensive markdown reports. | ⭐ 43 | 2025-03-17T11:39:05Z  
**[Deep Research Server (@ssdeanx)](https://github.com/ssdeanx/deep-research-mcp-server)** | Integrates search engines, web scraping, and Gemini models to perform iterative, deep research on any topic, generating insights and detailed reports with source citations. | ⭐ 12 | 2025-03-16T10:15:48Z  
**[Deepseek (@vincentf305)](https://github.com/vincentf305/mcp-server-deepseek)** | A Model Control Protocol server implementation that allows Claude Desktop to use Deepseek models running in Docker, enabling seamless integration between Claude Desktop and Deepseek's language models. | ⭐ 0 | 2025-01-27T22:01:29Z  
**[Deepseek Claude Mcp Server (@HarshJ23)](https://github.com/HarshJ23/deepseek-claude-MCP-server)** | Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, research assistance, and decision support capabilities. | ⭐ 28 | 2025-03-17T03:58:04Z  
**[Deepseek Mcp Server (@moyu6027)](https://github.com/moyu6027/deepseek-MCP-server)** | A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks. | ⭐ 0 | 2025-02-20T08:36:56Z  
**[Deepseek R1 Mcp (@michaelneale)](https://github.com/michaelneale/deepseek-r1-mcp)** | Leverages Deepseek r1 for local reasoning and task planning, enabling autonomous decision-making while maintaining data privacy. | ⭐ 0 | 2025-02-03T00:14:01Z  
**[Deepseek Server (@DMontgomery40)](https://github.com/DMontgomery40/deepseek-mcp-server)** | Integrates DeepSeek's language models, enabling AI-powered chat completions with customizable parameters for tasks like writing assistance and code generation. | ⭐ 111 | 2025-03-17T13:43:48Z  
**[Deepseek Thinker Mcp (@ruixingshi)](https://github.com/ruixingshi/deepseek-thinker-mcp)** | Provides reasoning content to MCP-enabled AI clients by interfacing with Deepseek's API or a local Ollama server, enabling focused reasoning and thought process visualization. | ⭐ 16 | 2025-03-14T17:36:25Z  
**[Deepseek Thinking Claude 3.5 Sonnet Cline Mcp (@newideas99)](https://github.com/newideas99/Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP)** | Combines DeepSeek's analysis with multiple response models to enhance AI conversation quality through structured two-stage reasoning. | ⭐ 98 | 2025-03-17T05:12:41Z  
**[Deepseek With Moe (@Sheshiyer)](https://github.com/Sheshiyer/deepseek-mcp-with-MoE)** | Provides code generation and completion capabilities using the DeepSeek API, with support for tool chaining and cost optimization. | ⭐ 3 | 2025-02-18T03:17:44Z  
**[Deepsrt Mcp (@DeepSRT)](https://github.com/DeepSRT/deepsrt-mcp)** | Integrates with DeepSRT's API to generate multi-language video summaries in narrative or bullet-point formats, leveraging content caching and CDN edge delivery for efficient retrieval. | ⭐ 29 | 2025-03-14T17:36:18Z  
**[Deepwebresearch (@qpd-v)](https://github.com/qpd-v/mcp-DEEPwebresearch)** | Enables deep web searches and content extraction through automated Google searches, webpage visits, and screenshot capture for comprehensive online research tasks. | ⭐ 33 | 2025-03-13T15:26:07Z  
**[Delete (@qpd-v)](https://github.com/qpd-v/mcp-delete)** | File deletion capabilities to safely delete files when needed, with support for both relative and absolute paths. | ⭐ 1 | 2025-03-05T22:05:32Z  
**[Deltatask (@brysontang)](https://github.com/brysontang/DeltaTask)** | Provides API access to a locally-hosted task management system with features for creating, updating, and organizing tasks, including support for urgency levels, effort estimates, subtasks, and bi-directional sync with Obsidian markdown files. | ⭐ 2 | 2025-03-13T21:18:31Z  
**[Deno2 Playwright Server (@jakedahn)](https://github.com/jakedahn/deno2-playwright-mcp-server)** | Integrates with Playwright and Deno to enable browser automation for web navigation, interaction, and data extraction tasks. | ⭐ 8 | 2025-02-22T12:42:33Z  
**[Dependency Mcp (@mkearl)](https://github.com/mkearl/dependency-mcp)** | Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules. | ⭐ 5 | 2025-01-02T13:20:36Z  
**[Deriv Api Server (@raju-deriv)](https://github.com/raju-deriv/mcp-deriv-api-server)** | Integrates with Deriv API to enable trading operations like retrieving symbols and balances for automated trading systems and market analysis tools. | ⭐ 0 | 2025-01-07T09:29:42Z  
**[Descope Server (@descope-sample-apps)](https://github.com/descope-sample-apps/descope-mcp-server)** | Integrates with Descope's authentication platform to enable natural language-driven user management, authentication flows, and access control operations. | ⭐ 2 | 2025-03-04T19:10:40Z  
**[Dev memory mcp (@TrackerXXX23)](https://github.com/TrackerXXX23/dev_memory_mcp)** | Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects. | ⭐ 1 | 2024-12-22T15:16:46Z  
**[Dev Server (@dillip285)](https://github.com/dillip285/mcp-dev-server)** | A Model Context Protocol server that enables Claude to manage software development projects with complete context awareness and code execution through Docker environments. | ⭐ 1 | 2025-02-28T21:04:16Z  
**[Devdocs Mcp (@llmian-space)](https://github.com/llmian-space/devdocs-mcp)** | A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management. | ⭐ 1 | 2025-02-22T15:00:42Z  
**[Devops Bridge (@TheApeMachine)](https://github.com/TheApeMachine/mcp-server-devops-bridge)** | Integrates with Azure DevOps to manage work items, wikis, and project tasks, enabling AI-driven project management and cross-service automation. | ⭐ 0 | 2025-03-11T00:30:45Z  
**[Devrev Server (@kpsunil97)](https://github.com/kpsunil97/devrev-mcp-server)** | A Model Context Protocol server that enables searching and retrieving information from DevRev using its APIs with Claude. | ⭐ 2 | 2025-03-13T19:57:07Z  
**[Devto Server (@Siddhant-K-code)](https://github.com/Siddhant-K-code/mcp-devto-server)** | Integrates with Dev.to's API, enabling article publishing, content retrieval, and user interactions on the platform. | ⭐ 1 | 2025-01-10T21:50:13Z  
**[Dexscreener Server (@openSVM)](https://github.com/openSVM/dexscreener-mcp-server)** | An MCP server implementation that enables access to DexScreener API data, providing real-time information on DEX pairs, token profiles, and market statistics across multiple blockchains. | ⭐ 6 | 2025-01-21T02:19:25Z  
**[Dice (@yamaton)](https://github.com/yamaton/mcp-dice)** | A MCP server enabling LLMs to roll dice | ⭐ 1 | 2025-03-07T19:22:53Z  
**[Dicom Server (@fluxinc)](https://github.com/fluxinc/dicom-mcp-server)** | A connectivity testing server that enables DICOM network operations (like C-ECHO) through Claude's Model Context Protocol, with support for node configuration management. | ⭐ 2 | 2025-02-28T17:19:01Z  
**[Diff Python (@tatn)](https://github.com/tatn/mcp-server-diff-python)** | This MCP server provides unified diffs of two text inputs using Python's standard library difflib. | ⭐ 3 | 2025-03-16T15:07:29Z  
**[Diff Typescript (@tatn)](https://github.com/tatn/mcp-server-diff-typescript)** | Generates unified diffs between text strings with 3 lines of context, enabling precise comparison and analysis for version control and code review tasks. | ⭐ 1 | 2025-01-21T00:36:11Z  
**[Dify (@yuru-sha)](https://github.com/yuru-sha/mcp-server-dify)** | Enables LLMs to interact with Dify AI's chat completion API, including conversation context support and a restaurant recommendation tool. | ⭐ 6 | 2025-03-08T13:20:57Z  
**[Dify Plugin Tools Mcp sse (@junjiem)](https://github.com/junjiem/dify-plugin-tools-mcp_sse)** | A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts. | ⭐ 13 | 2025-03-17T13:39:23Z  
**[Dify Server (@AI-FE)](https://github.com/AI-FE/dify-mcp-server)** | Integrates Dify AI API to provide code generation for Ant Design components, supporting both text and image inputs with stream processing capabilities. | ⭐ 17 | 2025-03-14T05:18:24Z  
**[Dify Server (@YanxingLiu)](https://github.com/YanxingLiu/dify-mcp-server)** | Server for using Dify. It achieves the invocation of the Dify workflow by calling the tools of MCP. | ⭐ 89 | 2025-03-17T13:07:06Z  
**[Dify Ts (@faiz-gear)](https://github.com/faiz-gear/dify-mcp-server-ts)** | Integrates Dify workflows to enable capabilities into tools for chatbots, content generation, and data analysis pipelines. | ⭐ 4 | 2025-02-18T13:22:47Z  
**[Dify Workflow Mcp (@localSummer)](https://github.com/localSummer/dify-workflow-mcp)** | Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application development. | ⭐ 3 | 2025-03-08T07:02:26Z  
**[Difyworkflow Server (@gotoolkits)](https://github.com/gotoolkits/mcp-difyworkflow-server)** | Integrates with the Dify API to enable AI-driven workflow execution and management for automated task processing and decision making across domains. | ⭐ 21 | 2025-03-17T07:18:35Z  
**[Digitalfate (@Kalyankensin)](https://github.com/Kalyankensin/DigitalFate)** | Facilitates multi-client processing for high-performance operations within the DigitalFate framework, enabling advanced automation through task orchestration and agent integration. | ⭐ 16 | 2025-03-15T00:01:16Z  
**[Digitalocean Server (@luc-io)](https://github.com/luc-io/mcp-digitalocean-server)** | Integrates with DigitalOcean's API to enable automated server management, scaling, and infrastructure operations through natural language commands. | ⭐ 2 | 2025-03-04T14:50:36Z  
**[Dingding Bot (@Shawyeok)](https://github.com/Shawyeok/mcp-dingding-bot)** | MCP Server for send text/markdown message via dingding (aka dingtalk) group custom robot | ⭐ 1 | 2025-03-14T05:15:13Z  
**[Dingding Mcp (@wllcnm)](https://github.com/wllcnm/dingding-mcp)** | A Model Control Protocol server that provides access to DingDing (Chinese workplace collaboration platform) API features, including retrieving access tokens, department lists, user information, and searching users by name. | ⭐ 0 | 2025-01-04T02:08:56Z  
**[Dingding mcp v2 (@wllcnm)](https://github.com/wllcnm/dingding_mcp_v2)** | A Model Control Protocol server for integrating with DingTalk, enabling users to send messages, retrieve conversation/user information, and query calendar events through Claude. | ⭐ 0 | 2025-01-06T01:45:16Z  
**[Dingdingbot Server (@HundunOnline)](https://github.com/HundunOnline/mcp-dingdingbot-server)** | Integrates with DingDing (DingTalk) messaging platform to enable automated notifications, team alerts, and AI-generated content delivery through multiple message formats including text, markdown, images, and interactive cards. | ⭐ 1 | 2025-03-11T09:21:52Z  
**[Discord (@hanweg)](https://github.com/hanweg/mcp-discord)** | Provides Discord integration capabilities to MCP clients like Claude Desktop. | ⭐ 32 | 2025-03-16T03:01:42Z  
**[Discord Chat (@koladev32)](https://github.com/koladev32/mcp-discord-chat)** | Integrates Discord chat, enabling message sending and reading. | ⭐ 0 | 2025-02-13T13:15:26Z  
**[Discord Mcp (@SaseQ)](https://github.com/SaseQ/discord-mcp)** | A Model Context Protocol (MCP) server for the Discord integration with MCP-compatible applications like Claude Desktop. | ⭐ 0 | 2025-03-14T22:40:54Z  
**[Discord Raw (@hanweg)](https://github.com/hanweg/mcp-discord-raw)** | Integrates with Discord's API to enable flexible bot development and management through simplified REST and slash command interfaces. | ⭐ 4 | 2025-02-02T13:34:52Z  
**[Discord Webhook (@genm)](https://github.com/genm/mcp-server-discord-webhook)** | An MCP server that enables posting messages to Discord webhooks, allowing customization of content, username, and avatar URL. | ⭐ 0 | 2025-01-26T10:33:50Z  
**[Discordmcp (@v-3)](https://github.com/v-3/discordmcp)** | Enables LLMs to interact with Discord channels by sending and reading messages through Discord's API, with a focus on maintaining user control and security. | ⭐ 28 | 2025-03-16T19:43:06Z  
**[Discourse Server (@AshDevFr)](https://github.com/AshDevFr/discourse-mcp-server)** | A MCP server to search Discourse posts on a Discourse forum. | ⭐ 1 | 2025-03-12T00:00:13Z  
**[Divide And Conquer Server (@landicefu)](https://github.com/landicefu/divide-and-conquer-mcp-server)** | Enables breaking down complex tasks into manageable pieces with structured JSON storage for tracking progress, maintaining checklists, and preserving context across multiple conversations. | ⭐ 1 | 2025-03-15T06:41:24Z  
**[Django Migrations Mcp (@mrrobotke)](https://github.com/mrrobotke/django-migrations-mcp)** | A Model Context Protocol service that wraps Django's migration commands as MCP endpoints, making it easy to manage migrations across multiple services and integrate with CI/CD pipelines. | ⭐ 0 | 2025-02-11T21:37:16Z  
**[Dnstwist (@BurtTheCoder)](https://github.com/BurtTheCoder/mcp-dnstwist)** | A Model Context Protocol (MCP) server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. | ⭐ 6 | 2025-03-17T11:37:48Z  
**[Doc Forge (@cablate)](https://github.com/cablate/mcp-doc-forge)** | Integrates document processing libraries to enable extraction, conversion, and manipulation across multiple file formats including PDF, DOCX, HTML, CSV, and EPUB. | ⭐ 3 | 2025-03-12T01:57:09Z  
**[Doc Scraper (@askjohngeorge)](https://github.com/askjohngeorge/mcp-doc-scraper)** | Converts web-based documentation into markdown format using jina.ai's conversion service, allowing users to scrape documentation from any URL and save it as markdown files. | ⭐ 2 | 2025-03-12T11:34:05Z  
**[Docker (@ckreiling)](https://github.com/ckreiling/mcp-server-docker)** | An MCP server that allows managing Docker containers through natural language, enabling users to compose, introspect, and debug containers without running commands themselves. | ⭐ 111 | 2025-03-17T11:53:05Z  
**[Docker Mcp (@QuantGeekDev)](https://github.com/QuantGeekDev/docker-mcp)** | Manage containers and compose stacks through natural language. | ⭐ 111 | 2025-03-17T11:51:30Z  
**[Docker Mcp (@suvarchal)](https://github.com/suvarchal/docker-mcp)** | Enables Docker container management with tools for listing, running, stopping, removing containers and pulling images from registries through a TypeScript-based interface | ⭐ 1 | 2025-03-13T22:02:32Z  
**[Docker mcp (@zaycruz)](https://github.com/zaycruz/docker_mcp)** | Provides a secure Docker-based environment for executing code in isolated containers, enabling safe running of commands and scripts in any language with robust error handling and resource management. | ⭐ 0 | 2025-03-11T20:18:32Z  
**[Docker Servers (@tatsuiman)](https://github.com/tatsuiman/docker-mcp-servers)** | Containerizes a Notion integration server for simplified deployment and consistent operation across environments. | ⭐ 0 | 2025-02-25T12:27:53Z  
**[Docling (@zanetworker)](https://github.com/zanetworker/mcp-docling)** | A server that provides document processing capabilities using the Model Context Protocol, allowing conversion of documents to markdown, extraction of tables, and processing of document images. | ⭐ 2 | 2025-03-13T15:57:52Z  
**[Docling Mcp (@Deep070203)](https://github.com/Deep070203/docling-mcp)** | Integrates IBM's Docling software to parse and convert various document formats into standardized Markdown, enabling efficient document processing and analysis workflows. | ⭐ 6 | 2025-03-01T09:57:34Z  
**[Docs Rag (@kazuph)](https://github.com/kazuph/mcp-docs-rag)** | Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings. | ⭐ 0 | 2025-03-10T21:55:18Z  
**[Docs Service (@alekspetrov)](https://github.com/alekspetrov/mcp-docs-service)** | A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis. | ⭐ 2 | 2025-03-17T13:24:17Z  
**[Document Reader (@jbchouinard)](https://github.com/jbchouinard/mcp-document-reader)** | Enables interaction with PDF and EPUB documents for reading, analyzing content, and extracting information from document files. | ⭐ 0 | 2025-03-08T21:33:51Z  
**[Documentation Server (@mahawi1992)](https://github.com/mahawi1992/mcp-documentation-server)** | Manages up-to-date documentation scraped from the web to support your programming workflows. | ⭐ 6 | 2025-03-14T06:45:56Z  
**[Documind Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/documind-mcp-server)** | A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions. | ⭐ 0 | 2025-02-12T04:02:18Z  
**[Dojo Go (@Larkooo)](https://github.com/Larkooo/dojo-mcp-go)** | Integrates with the Dojo framework to provide customizable tools and prompts for real-time, interactive development environments using Server-Sent Events. | ⭐ 0 | 2025-03-07T07:45:26Z  
**[Doris (@morningman)](https://github.com/morningman/mcp-doris)** | Integrates with Apache Doris analytical database system through MySQL protocol, enabling data querying and interaction for business intelligence and data analysis workflows. | ⭐ 4 | 2025-03-16T23:50:10Z  
**[Draw Things Cursor (@jaokuohsuan)](https://github.com/jaokuohsuan/draw-things-mcp-cursor)** | An integration that allows Cursor AI to generate images through the Draw Things API using natural language prompts. | ⭐ 2 | 2025-03-12T06:31:04Z  
**[Drink The Koolaid (@grapheneaffiliate)](https://github.com/grapheneaffiliate/dRiNk-ThE-kOoLaId)** | Enables browser automation and real-time computer vision tasks through AI-driven commands, offering zero-cost digital navigation and interaction for enhanced web experiences. | ⭐ 1 | 2025-02-08T12:08:50Z  
**[Drupal (@Omedia)](https://github.com/Omedia/mcp-server-drupal)** | Integrates with Drupal's API to enable content management, user administration, and site configuration for automated website operations and personalized content delivery. | ⭐ 26 | 2025-03-11T20:06:58Z  
**[Drupal Modules Mcp (@Cleversoft-IT)](https://github.com/Cleversoft-IT/drupal-modules-mcp)** | This TypeScript-based MCP server implements a simple notes system, allowing the creation, listing, and summarization of text notes using MCP concepts with note:// URIs and metadata. | ⭐ 0 | 2025-02-15T13:55:53Z  
**[Drupal Tools Mcp (@Cleversoft-IT)](https://github.com/Cleversoft-IT/drupal-tools-mcp)** | This TypeScript-based MCP server allows users to manage and interact with a note system through Model Context Protocol, enabling note creation and summarization with URIs and metadata. | ⭐ 0 | 2025-02-07T18:52:01Z  
**[Dubco Server (@Gitmaxd)](https://github.com/Gitmaxd/dubco-mcp-server)** | Integrates with Dub.co link shortener API to create, update, and manage shortened URLs with custom slugs and automatic domain selection. | ⭐ 0 | 2025-03-07T01:20:31Z  
**[Duck Duck Mcp (@qwang07)](https://github.com/qwang07/duck-duck-mcp)** | Integrates with DuckDuckGo's search engine to enable web searches for up-to-date information retrieval and fact-checking. | ⭐ 1 | 2025-02-24T15:11:19Z  
**[Duckdb (@ktanaka101)](https://github.com/ktanaka101/mcp-server-duckdb)** | A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. It would be interesting to have LLM analyze it. DuckDB is suitable for local analysis. | ⭐ 66 | 2025-03-17T04:48:39Z  
**[Duckdb Memory Server (@IzumiSy)](https://github.com/IzumiSy/mcp-duckdb-memory-server)** | A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information. | ⭐ 4 | 2025-03-14T10:24:20Z  
**[Duckduckgo (@gianlucamazza)](https://github.com/gianlucamazza/mcp-duckduckgo)** | Provides web search functionality via DuckDuckGo for Claude Code and MCP-compatible clients, featuring advanced content exploration, navigation across search results, and detailed webpage analysis. | ⭐ 1 | 2025-03-17T09:22:45Z  
**[Duckduckgo Search (@spences10)](https://github.com/spences10/mcp-duckduckgo-search)** | Integrates DuckDuckGo search capabilities with customizable parameters for web-based information retrieval. | ⭐ 2 | 2025-03-12T12:19:02Z  
**[Duckduckgo Server (@AshDevFr)](https://github.com/AshDevFr/duckduckgo-mcp-server)** | Integrates with DuckDuckGo search engine to provide real-time web information retrieval for research, fact-checking, and current events updates. | ⭐ 0 | 2025-03-12T02:14:01Z  
**[Duckduckgo Server (@nickclyde)](https://github.com/nickclyde/duckduckgo-mcp-server)** | A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing. | ⭐ 24 | 2025-03-17T07:04:09Z  
**[Duckduckgo Server (@zhsama)](https://github.com/zhsama/duckduckgo-mcp-server)** | A Model Context Protocol server that provides DuckDuckGo search functionality for Claude, enabling web search capabilities through a clean tool interface with rate limiting support. | ⭐ 13 | 2025-03-17T01:11:52Z  
**[Duckduckgo web search mcp server (@okdshin)](https://github.com/okdshin/duckduckgo_web_search_mcp_server)** | Integrates with DuckDuckGo to provide web search capabilities, enabling quick and easy text searches with customizable result limits for applications. | ⭐ 0 | 2025-03-04T15:14:37Z  
**[Dune Analytics Mcp (@kukapay)](https://github.com/kukapay/dune-analytics-mcp)** | Integrates with Dune Analytics API to provide direct access to blockchain data through tools for retrieving existing query results and executing on-demand queries in CSV format. | ⭐ 4 | 2025-03-16T13:22:16Z  
**[Dynamodb Server (@imankamyabi)](https://github.com/imankamyabi/dynamodb-mcp-server)** | Enables management of DynamoDB resources through the Model Context Protocol, supporting table and index creation, capacity management, and data operations without delete functionality to prevent accidental data loss. | ⭐ 4 | 2025-03-15T16:24:31Z  
**[Eagle (@olegshilin)](https://github.com/olegshilin/mcp-eagle)** | Integrates Claude Desktop with the Eagle.cool app for asset management and creative project assistance through MCP-enabled interaction with Eagle's features. | ⭐ 0 | 2024-12-24T07:36:57Z  
**[Ebaymcpserver (@CooKey-Monster)](https://github.com/CooKey-Monster/EbayMcpServer)** | Fetch auctions from ebay.com. | ⭐ 0 | 2025-03-15T21:11:11Z  
**[Edit File Lines (@oakenai)](https://github.com/oakenai/mcp-edit-file-lines)** | A TypeScript-based MCP server that provides tools for making precise line-based edits to text files within allowed directories. | ⭐ 17 | 2025-03-12T21:41:42Z  
**[Editor (@arathald)](https://github.com/arathald/mcp-editor)** | A TypeScript MCP server port of Anthropic's filesystem editing tools, allowing file manipulation via client-approved operations without automated writes to prevent system harm. | ⭐ 5 | 2025-03-13T07:05:29Z  
**[Educhain Ai Agent Kit (@SailFish-Finance)](https://github.com/SailFish-Finance/educhain-ai-agent-kit)** | An MCP server that provides tools for interacting with EDUCHAIN, allowing Claude to query information about tokens and pools and perform swaps through SailFish DEX. | ⭐ 2 | 2025-03-14T04:14:34Z  
**[Elastic Memory (@j3k0)](https://github.com/j3k0/mcp-elastic-memory)** | Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture. | ⭐ 1 | 2025-03-16T21:43:42Z  
**[Elastic Semantic Search Server (@jedrazb)](https://github.com/jedrazb/elastic-semantic-search-mcp-server)** | A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content. | ⭐ 0 | 2025-03-11T15:31:24Z  
**[Elasticsearch (@da1y)](https://github.com/da1y/mcp-server-elasticsearch)** | Integrates with Elasticsearch to enable index management, document indexing, and powerful search capabilities across large datasets. | ⭐ 1 | 2024-12-06T05:24:12Z  
**[Elasticsearch Server (@cr7258)](https://github.com/cr7258/elasticsearch-mcp-server)** | Enables natural language interaction with Elasticsearch clusters for querying, indexing, and management operations via Docker-deployed infrastructure. | ⭐ 28 | 2025-03-16T19:35:42Z  
**[Elasticsearch7 Server (@imlewc)](https://github.com/imlewc/elasticsearch7-mcp-server)** | Integrates with Elasticsearch 7.x, providing efficient data management and search capabilities for projects requiring robust analytics within the ecosystem. | ⭐ 0 | 2025-03-06T11:03:43Z  
**[Elevenlabs Server (@mamertofabian)](https://github.com/mamertofabian/elevenlabs-mcp-server)** | Integrates with ElevenLabs API to provide text-to-speech capabilities for generating high-quality audio from text using multiple voices and customizable speech parameters. | ⭐ 28 | 2025-03-17T09:01:27Z  
**[Email Checker Mcp (@ravinahp)](https://github.com/ravinahp/email-checker-mcp)** | Enables users to validate the existence of email addresses through a simple FastMCP tool, offering JSON responses without requiring an API key. | ⭐ 0 | 2025-01-08T19:14:28Z  
**[Email Server (@ai-zerolab)](https://github.com/ai-zerolab/mcp-email-server)** | Provides IMAP and SMTP capabilities, enabling developers to manage email services with seamless integration and automated workflows. | ⭐ 9 | 2025-03-13T19:41:54Z  
**[Embedding Search (@spences10)](https://github.com/spences10/mcp-embedding-search)** | Provides embedding search capabilities for transcripts using a SQLite database, enabling efficient semantic retrieval of relevant text segments for applications like podcast analysis or content recommendation. | ⭐ 0 | 2025-03-04T18:36:09Z  
**[Emergency Medicare Planner Server (@manolaz)](https://github.com/manolaz/emergency-medicare-planner-mcp-server)** | Integrates with Google Maps to locate and evaluate medical facilities in emergency situations, helping users find appropriate hospitals and clinics based on medical needs, emergency level, and facility capabilities. | ⭐ 4 | 2025-03-15T07:06:14Z  
**[Emojikey (@identimoji)](https://github.com/identimoji/mcp-server-emojikey)** | Integrates with Supabase to persist and retrieve LLM interaction styles using emojikeys, enabling consistent personalized experiences across conversations. | ⭐ 2 | 2025-03-17T13:55:09Z  
**[Emotion (@leovoon)](https://github.com/leovoon/mcp-emotion)** | Analyzes text for 19 different emotional states and provides personalized, constructive interpretations to help understand and work with identified emotions. | ⭐ 0 | 2025-03-09T05:26:33Z  
**[Emqx Server (@Benniu)](https://github.com/Benniu/emqx-mcp-server)** | Integrates with EMQX MQTT broker to enable real-time IoT device management, client monitoring, and message publishing for MQTT-enabled systems. | ⭐ 10 | 2025-03-15T20:27:40Z  
**[Encoding Devops (@PatrickKalkman)](https://github.com/PatrickKalkman/encoding-devops)** | AI-powered assistant that connects Claude to video encoding workflows, translating cryptic errors into plain English and providing actionable solutions for troubleshooting encoding jobs. | ⭐ 0 | 2025-02-22T19:18:43Z  
**[Endaoment Postgres Mcp (@endaoment)](https://github.com/endaoment/endaoment-postgres-mcp)** | Enables interaction with PostgreSQL databases for executing SQL queries, exploring table schemas, and performing data analysis with robust error handling and connection pooling. | ⭐ 0 | 2025-03-08T23:09:21Z  
**[Endoflife (@ducthinh993)](https://github.com/ducthinh993/mcp-server-endoflife)** | Enables AI assistants to check software end-of-life dates and support status using the endoflife.date API, providing accurate information on software lifecycle, security status, and upgrade recommendations in real-time. | ⭐ 1 | 2025-01-29T07:16:56Z  
**[Enhanced Google Maps Mcp (@NewbieNL)](https://github.com/NewbieNL/enhanced-google-maps-mcp)** | Integrates with Google Maps API to provide geocoding, place search, and routing capabilities for location-based applications and services. | ⭐ 0 | 2024-12-31T10:28:12Z  
**[Ens Server (@JustaName-id)](https://github.com/JustaName-id/ens-mcp-server)** | Enables Claude to interact with the Ethereum Name Service (ENS) system to resolve names, check availability, retrieve records, and perform other ENS-related operations through natural language. | ⭐ 4 | 2025-03-13T18:35:29Z  
**[Ephor Mcp (@kstrikis)](https://github.com/kstrikis/ephor-mcp)** | Enables multiple LLMs to share and analyze each other's responses to the same prompt, facilitating collaborative problem-solving and multi-perspective analysis through TypeScript-based response submission and retrieval tools. | ⭐ 0 | 2025-03-12T03:28:02Z  
**[Epsilla (@epsilla-cloud)](https://github.com/epsilla-cloud/mcp-epsilla)** | Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data. | ⭐ 0 | 2024-12-25T11:38:07Z  
**[Erickwendel Contributions Mcp (@ErickWendel)](https://github.com/ErickWendel/erickwendel-contributions-mcp)** | A Model Context Protocol server that enables AI agents to query Erick Wendel's talks, blog posts, and videos across different platforms using natural language. | ⭐ 7 | 2025-03-16T00:09:48Z  
**[Esa Server (@d-kimuson)](https://github.com/d-kimuson/esa-mcp-server)** | Enables interaction with esa.io's API through the Model Context Protocol, supporting article search and retrieval with a compliant MCP interface. | ⭐ 4 | 2025-03-16T07:31:45Z  
**[Esignatures (@esignaturescom)](https://github.com/esignaturescom/mcp-server-esignatures)** | Facilitates contract and template management for eSignatures, enabling users to create, send, update, and manage contracts and templates with customizable options through a user-friendly interface. | ⭐ 6 | 2025-03-16T12:28:03Z  
**[Esxi Server (@bright8192)](https://github.com/bright8192/esxi-mcp-server)** | A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management. | ⭐ 1 | 2025-03-13T09:22:31Z  
**[Eth Mcp (@0xKoda)](https://github.com/0xKoda/eth-mcp)** | Provides tools for AI assistants to interact with the Ethereum blockchain through standard JSON-RPC methods, enabling queries for account balances, gas prices, and smart contract code. | ⭐ 3 | 2025-03-12T17:08:49Z  
**[Ethers Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-ethers-server)** | A Model Context Protocol server that gives LLMs the ability to interact with Ethereum networks, manage wallets, query blockchain data, and execute smart contract operations through a standardized interface. | ⭐ 2 | 2025-03-12T17:12:29Z  
**[Etherscan Server (@5ajaki)](https://github.com/5ajaki/mcp-etherscan-server)** | Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract interactions. | ⭐ 0 | 2025-01-23T06:00:56Z  
**[Etherscan Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-etherscan-server)** | Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis. | ⭐ 10 | 2025-03-12T17:16:14Z  
**[Etoroportfoliomcp (@shlomico-tr)](https://github.com/shlomico-tr/etoroPortfolioMCP)** | Integrates with eToro's API to fetch financial portfolios, instrument details, and search capabilities for investment analysis and portfolio tracking without CORS restrictions. | ⭐ 0 | 2025-03-12T08:32:18Z  
**[Eunomia Mcp Server (@whataboutyou-ai)](https://github.com/whataboutyou-ai/eunomia-MCP-server)** | Extension of the Eunomia framework that connects Eunomia instruments with MCP servers | ⭐ 5 | 2025-03-12T11:28:40Z  
**[Eunomia Server (@whataboutyou-ai)](https://github.com/whataboutyou-ai/eunomia-mcp-server)** | Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomia instruments with servers. It provides a simple way to orchestrate data governance policies (like PII detection or user access control) and seamlessly integrate them with external serve | ⭐ 5 | 2025-03-12T11:28:40Z  
**[Eventbrite Mcp (@ibraheem4)](https://github.com/ibraheem4/eventbrite-mcp)** | This server provides tools for AI assistants to interact with the Eventbrite API, allowing users to search for events, get event details, retrieve venue information, and list event categories. | ⭐ 1 | 2025-03-09T16:49:37Z  
**[Everart (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/everart)** | AI image generation using various models | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Everart Forge Mcp (@nickbaumann98)](https://github.com/nickbaumann98/everart-forge-mcp)** | Integrates with EverArt's AI models to provide advanced vector and raster image generation capabilities, supporting various formats and offering flexible storage options. | ⭐ 1 | 2025-03-02T03:14:01Z  
**[Everything (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/everything)** | Reference / test server with prompts, resources, and tools | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Everything (@RonaldDegsa)](https://github.com/RonaldDegsa/server-everything)** | Provides system-level operations for file handling, information retrieval, HTTP requests, and command execution, enabling versatile system management and task automation. | ⭐ 2 | 2025-02-07T17:40:13Z  
**[Everything Search (@mamertofabian)](https://github.com/mamertofabian/mcp-everything-search)** | This server provides: * Fast file search capabilities using Everything SDK * Windows-specific implementation * Complements existing filesystem servers with specialized search functionality | ⭐ 47 | 2025-03-17T12:06:17Z  
**[Everything Search Server (@Alihkhawaher)](https://github.com/Alihkhawaher/everything-search-server)** | Provides integration with Everything Search Engine allowing powerful file search capabilities through the Model Context Protocol with advanced search options like regex, case sensitivity, and sorting. | ⭐ 3 | 2025-03-13T11:05:37Z  
**[Evm Server (@mcpdotdirect)](https://github.com/mcpdotdirect/evm-mcp-server)** | Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. | ⭐ 3 | 2025-03-16T13:32:26Z  
**[Evm Signer (@zhangzhongnan928)](https://github.com/zhangzhongnan928/mcp-evm-signer)** | Integrates with Ethereum blockchain to enable wallet management, transaction execution, and smart contract interactions via Infura, providing secure local access for blockchain operations. | ⭐ 0 | 2025-03-04T06:34:07Z  
**[Exa Ai Server (@mcprouter)](https://github.com/mcprouter/exa-ai-mcp-server)** | Integrates with Exa's API to enable web searches for AI models, enhancing tasks like research, fact-checking, and content generation with current data. | ⭐ 0 | 2025-01-20T03:53:08Z  
**[Exa Server (@exa-labs)](https://github.com/exa-labs/exa-mcp-server)** | Query Exa API to retrieve structured search results. | ⭐ 279 | 2025-03-17T12:33:45Z  
**[Example Server (@kirill-markin)](https://github.com/kirill-markin/example-mcp-server)** | A simple MCP server that facilitates website fetching through a configurable server platform using stdio or SSE transport, allowing integration with tools like Cursor for streamlined access. | ⭐ 21 | 2025-03-17T05:46:19Z  
**[Excalidraw Mcp (@i-tozer)](https://github.com/i-tozer/excalidraw-mcp)** | Enables creation and management of Excalidraw drawings with tools for creating, updating, exporting, and storing visual content directly within conversational workflows. | ⭐ 2 | 2025-03-17T01:59:01Z  
**[Excel Master Mcp (@Lipdog)](https://github.com/Lipdog/excel-master-mcp)** | Integrates with Excel using XLwings to enable automated data manipulation, analysis, and reporting for business workflows. | ⭐ 5 | 2025-02-20T06:07:02Z  
**[Excel Reader Mcp (@ArchimedesCrypto)](https://github.com/ArchimedesCrypto/excel-reader-mcp)** | Provides efficient handling of large Excel files through automatic chunking and pagination, using MCP to enable seamless file reading and management features such as sheet selection and error handling. | ⭐ 10 | 2025-03-17T07:14:23Z  
**[Excel Reader Server (@softgridinc-pte-ltd)](https://github.com/softgridinc-pte-ltd/mcp-excel-reader-server)** | A Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format. | ⭐ 0 | 2025-03-17T07:25:34Z  
**[Excel Server (@haris-musa)](https://github.com/haris-musa/excel-mcp-server)** | Provides Excel file manipulation capabilities. This server enables workbook creation, data manipulation, formatting, and advanced Excel features. | ⭐ 28 | 2025-03-17T06:12:57Z  
**[Excel Server (@negokaz)](https://github.com/negokaz/excel-mcp-server)** | A Model Context Protocol server that enables AI assistants to read from and write to Microsoft Excel files, supporting formats like xlsx, xlsm, xltx, and xltm. | ⭐ 14 | 2025-03-17T08:49:36Z  
**[Expert Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-expert-server)** | Provides documentation assistance capabilities for developers looking to incorporate up-to-date docs in their workflows. | ⭐ 1 | 2025-03-10T00:04:34Z  
**[Explorium (@explorium-ai)](https://github.com/explorium-ai/mcp-explorium)** | Explorium AgentSource MCP Server empowers every agent to become an AI-driven, Go-To-Market specialized agent! With over 20 specialized endpoints designed for prospecting, sales, and lead generation, agents can effortlessly generate and enrich accounts and prospects, access deep business insights, an | ⭐ 2 | 2025-03-14T01:35:50Z  
**[Face Generator (@dasheck0)](https://github.com/dasheck0/face-generator)** | Generates realistic human face images that don't represent real people, offering various output shapes, configurable dimensions, and batch generation capabilities. | ⭐ 0 | 2025-03-16T05:49:01Z  
**[Factbook Mcp (@Joshuatanderson)](https://github.com/Joshuatanderson/factbook-mcp)** | Fetch information about a country from the CIA World Factbook | ⭐ 0 | 2024-12-27T21:39:24Z  
**[Fantasy Pl Mcp (@rishijatia)](https://github.com/rishijatia/fantasy-pl-mcp)** | A Model Context Protocol server that provides access to Fantasy Premier League data, allowing users to compare players, find team information, view gameweek data, and get FPL-related advice through Claude for Desktop and other MCP-compatible clients. | ⭐ 3 | 2025-03-16T18:14:14Z  
**[Farcaster Mcp (@manimohans)](https://github.com/manimohans/farcaster-mcp)** | Integrates with the Farcaster Hubble API to fetch and analyze social data, enabling real-time content monitoring and user engagement tracking on the Farcaster network. | ⭐ 1 | 2025-03-12T18:59:56Z  
**[Fastapi mcp (@tadata-org)](https://github.com/tadata-org/fastapi_mcp)** | A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding. | ⭐ 139 | 2025-03-17T14:05:34Z  
**[Fasttodo Server (@DanEdens)](https://github.com/DanEdens/fastmcp-todo-server)** | A todo management server that receives requests via FastMCP and stores them in MongoDB for processing by the Swarmonomicon todo worker. | ⭐ 3 | 2025-03-14T14:37:06Z  
**[Fathom Analytics (@mackenly)](https://github.com/mackenly/mcp-fathom-analytics)** | Integrates with Fathom Analytics to retrieve account information, manage sites, track events, generate reports, and monitor real-time visitor data using the @mackenly/fathom-api SDK | ⭐ 1 | 2025-03-12T15:32:26Z  
**[Feature Discussion (@squirrelogic)](https://github.com/squirrelogic/mcp-feature-discussion)** | Integrates AI-powered lead developer interface with project context to guide teams through feature discussions, architectural decisions, and best practices. | ⭐ 1 | 2025-02-11T03:56:43Z  
**[Fetch (@ExactDoug)](https://github.com/ExactDoug/mcp-fetch)** | Enables retrieval and processing of web page content for LLMs by converting HTML to markdown, with support for content truncation and pagination. | ⭐ 1 | 2025-02-16T19:20:29Z  
**[Fetch (@kazuph)](https://github.com/kazuph/mcp-fetch)** | Model Context Protocol server for fetching web content and processing images. This allows Claude Desktop (or any MCP client) to fetch web content and handle images appropriately. | ⭐ 8 | 2025-03-12T11:51:10Z  
**[Fetch (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch)** | Web content fetching and conversion for efficient LLM usage | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Fetch Browser (@TheSethRose)](https://github.com/TheSethRose/Fetch-Browser)** | A headless browser MCP server that allows AI agents to fetch web content and perform Google searches without API keys, supporting various output formats like Markdown, JSON, HTML, and text. | ⭐ 1 | 2025-02-28T16:04:47Z  
**[Fetch Mcp (@zcaceres)](https://github.com/zcaceres/fetch-mcp)** | Fetches and transforms web content into various formats. | ⭐ 122 | 2025-03-17T13:32:23Z  
**[Fetch Python (@tatn)](https://github.com/tatn/mcp-server-fetch-python)** | An MCP server for fetching and transforming web content into various formats. | ⭐ 4 | 2025-03-15T15:50:24Z  
**[Fetch Typescript (@tatn)](https://github.com/tatn/mcp-server-fetch-typescript)** | Integrates with web content sources to fetch, convert, and summarize online information for real-time data retrieval and analysis. | ⭐ 2 | 2025-03-13T07:29:12Z  
**[Fewsats Mcp (@Fewsats)](https://github.com/Fewsats/fewsats-mcp)** | Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com) | ⭐ 1 | 2025-03-16T22:00:38Z  
**[Fhir (@flexpa)](https://github.com/flexpa/mcp-fhir)** | A TypeScript-based MCP server that connects to FHIR servers, allowing access to healthcare data via fhir:// URIs and providing search capabilities for FHIR resources. | ⭐ 19 | 2025-03-15T16:13:20Z  
**[Figma (@akazwz)](https://github.com/akazwz/mcp-figma)** | Integrates with the Figma API to enable interaction with design files and projects, facilitating automated design tasks and AI-assisted workflows within the Figma ecosystem. | ⭐ 10 | 2025-03-09T13:38:37Z  
**[Figma (@moonray)](https://github.com/moonray/mcp-figma)** | Facilitates the analysis of Figma file structures by extracting node hierarchies, accessible via REST API or MCP protocol. | ⭐ 2 | 2025-03-03T18:31:30Z  
**[Figma (@smithery-ai)](https://github.com/smithery-ai/mcp-figma)** | A Model Context Protocol server that provides access to Figma API functionality, allowing AI assistants like Claude to interact with Figma files, comments, components, and team resources. | ⭐ 1 | 2025-03-11T22:06:08Z  
**[Figma Context Mcp (@GLips)](https://github.com/GLips/Figma-Context-MCP)** | Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation. | ⭐ 1907 | 2025-03-17T14:12:26Z  
**[Figma Mcp (@JayZeeDesign)](https://github.com/JayZeeDesign/figma-mcp)** | Allow your AI coding agents to access Figma files & prototypes directly. You can DM me for any issues / improvements: <https://x.com/jasonzhou1993> 1\. Access all figma pages 2. Access all figma components 3. Access figma prototype flows | ⭐ 33 | 2025-03-17T00:17:20Z  
**[Figma Mcp (@MatthewDailey)](https://github.com/MatthewDailey/figma-mcp)** | Enables AI assistants to interact with Figma files through the ModelContextProtocol, allowing viewing, commenting, and analyzing Figma designs directly in chat interfaces. | ⭐ 60 | 2025-03-17T13:55:28Z  
**[Figma Server (@TimHolden)](https://github.com/TimHolden/figma-mcp-server)** | Integrates with the Figma REST API to manage design system elements, enabling variable handling, file operations, and collaborative workflows. | ⭐ 64 | 2025-03-17T12:56:29Z  
**[File Context Mcp (@compiledwithproblems)](https://github.com/compiledwithproblems/file-context-mcp)** | This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses. | ⭐ 1 | 2025-03-04T14:44:47Z  
**[File Context Server (@bsmi021)](https://github.com/bsmi021/mcp-file-context-server)** | Provides advanced file system access and code analysis capabilities, enabling efficient reading, searching, and analysis of large codebases for automated quality assessment and intelligent navigation. | ⭐ 2 | 2025-02-22T14:52:22Z  
**[File Converter Mcp (@wowyuarm)](https://github.com/wowyuarm/file-converter-mcp)** | Provides file conversion capabilities for transforming documents and images between formats like DOCX, PDF, Excel, CSV, and HTML without external tools | ⭐ 2 | 2025-03-15T07:06:35Z  
**[File Finder Mcp (@kyan9400)](https://github.com/kyan9400/file-finder-mcp)** | Provides file search functionality within filesystems, returning detailed metadata for discovered files based on path fragments. | ⭐ 0 | 2025-03-02T21:51:03Z  
**[File Merger (@exoticknight)](https://github.com/exoticknight/mcp-file-merger)** | Merge multiple files into one. | ⭐ 0 | 2025-03-16T09:44:53Z  
**[File Modifier (@jpinillagoshawk)](https://github.com/jpinillagoshawk/mcp-server-file-modifier)** | Enables targeted text file modifications through operations like adding, replacing, and deleting content at specific locations. | ⭐ 2 | 2025-01-04T14:00:05Z  
**[File Operations Server (@bsmi021)](https://github.com/bsmi021/mcp-file-operations-server)** | A Model Context Protocol server that enables enhanced file system operations including reading, writing, copying, moving files with streaming capabilities, directory management, file watching, and change tracking. | ⭐ 5 | 2025-03-16T00:11:20Z  
**[File Preview (@seanivore)](https://github.com/seanivore/mcp-file-preview)** | Provides HTML file preview and analysis capabilities by leveraging Puppeteer for screenshot capture and content parsing, enabling web testing and content visualization tasks. | ⭐ 7 | 2025-03-14T16:01:01Z  
**[File Tool (@codyde)](https://github.com/codyde/mcp-file-tool)** | Provides file system operations for reading, creating, and listing files on the local file system, with performance monitoring through Sentry integration. | ⭐ 0 | 2025-02-26T07:37:07Z  
**[Filesys (@gomcpgo)](https://github.com/gomcpgo/filesys)** | Provides a filesystem interface to perform file operations like creation, deletion, and manipulation without direct system access. | ⭐ 0 | 2025-03-03T03:49:58Z  
**[Filesystem (@Legaltime)](https://github.com/Legaltime/filesystem)** | Provides secure filesystem operations within specified directories, enabling safe reading, writing, editing, and searching of files for code analysis, document management, or automated file tasks. | ⭐ 0 | 2025-03-03T20:42:38Z  
**[Filesystem (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem)** | Secure file operations with configurable access controls | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Filesystem (@quarkiverse)](https://github.com/quarkiverse/quarkus-mcp-servers/tree/HEAD/filesystem)** | Provides a Quarkus-based filesystem interface interactions with local file systems, enabling automated file management and data processing tasks. | ⭐ 38 | 2025-03-16T16:57:50Z  
**[Filesystem Python (@punkpeye)](https://github.com/punkpeye/mcp-filesystem-python)** | This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme. | ⭐ 5 | 2025-03-16T00:33:09Z  
**[Filesystem Server (@ai-yliu)](https://github.com/ai-yliu/filesystem-mcp-server)** | An MCP server that allows Claude AI to perform filesystem operations including reading, writing, listing, moving files, and searching directories within specified allowed paths. | ⭐ 1 | 2025-03-01T09:34:47Z  
**[Filesystem Server (@bsmi021)](https://github.com/bsmi021/mcp-filesystem-server)** | Integrates with local filesystems to enable file operations, analysis, and manipulation across various file types and structures. | ⭐ 1 | 2025-03-06T16:54:06Z  
**[Filesystem Server (@mark3labs)](https://github.com/mark3labs/mcp-filesystem-server)** | Go server implementing Model Context Protocol (MCP) for filesystem operations. | ⭐ 94 | 2025-03-17T08:03:35Z  
**[Fillout Server (@danielma-tic)](https://github.com/danielma-tic/fillout-mcp-server)** | Enables form management, response handling, and analytics through the Fillout.io API for enhanced form interactions and insights. | ⭐ 0 | 2025-01-06T19:52:44Z  
**[Find Similar Github Issues (@Jake-Mok-Nelson)](https://github.com/Jake-Mok-Nelson/mcp-find-similar-github-issues)** | Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions. | ⭐ 0 | 2025-03-05T23:15:04Z  
**[Findata Server (@xBlueCode)](https://github.com/xBlueCode/findata-mcp-server)** | Integrates with Alpha Vantage API to provide stock quotes and historical data for financial analysis and market research tasks. | ⭐ 4 | 2025-02-10T02:51:18Z  
**[Findmine Mcp (@findmine)](https://github.com/findmine/findmine-mcp)** | Integrates with FindMine's product styling API to enable fashion recommendations, outfit creation, product browsing, and style guide access for e-commerce platforms. | ⭐ 1 | 2025-03-09T07:32:47Z  
**[Finnhub (@catherinedparnell)](https://github.com/catherinedparnell/mcp-finnhub)** | This server provides an interface with the Finnhub API, enabling users to obtain the latest market news, stock market data, basic financials, and recommendation trends for specific stocks. | ⭐ 0 | 2025-01-10T19:37:30Z  
**[Firebase (@gemini-dk)](https://github.com/gemini-dk/mcp-server-firebase)** | A server providing a unified interface to interact with Firebase services, including Authentication, Firestore, and Storage. | ⭐ 6 | 2025-03-08T04:34:59Z  
**[Firebase Mcp (@gannonh)](https://github.com/gannonh/firebase-mcp)** | The Firebase MCP server provides a standardized interface to interact with Firebase services, including Firebase Authentication, Firestore, and Firebase Storage. | ⭐ 7 | 2025-03-16T08:15:48Z  
**[Firecrawl (@Msparihar)](https://github.com/Msparihar/mcp-server-firecrawl)** | Integrates with the Firecrawl API to enable web scraping and intelligent content searching for extracting structured data and performing customizable searches. | ⭐ 2 | 2025-02-20T06:10:43Z  
**[Firecrawl (@vrknetha)](https://github.com/vrknetha/mcp-server-firecrawl)** | An MCP server implementation integrating with FireCrawl for advanced web scraping capabilities. | ⭐ 1132 | 2025-03-17T14:03:26Z  
**[Firecrawl Server (@mendableai)](https://github.com/mendableai/firecrawl-mcp-server)** | A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities. | ⭐ 1132 | 2025-03-17T14:03:26Z  
**[Firecrawl Tool (@codyde)](https://github.com/codyde/mcp-firecrawl-tool)** | Integrates with the Firecrawl API to enable website crawling, content translation, and structured data extraction for enhanced web data processing workflows. | ⭐ 0 | 2025-02-26T07:40:34Z  
**[Fireflies Mcp (@Props-Labs)](https://github.com/Props-Labs/fireflies-mcp)** | Enables access to Fireflies.ai API for retrieving, searching, and summarizing meeting transcripts with various filtering options and formats. | ⭐ 0 | 2025-03-04T04:48:27Z  
**[Fiscal Data Mcp (@QuantGeekDev)](https://github.com/QuantGeekDev/fiscal-data-mcp)** | Integrates with the US Treasury's Fiscal Data API to fetch, analyze, and generate reports on treasury statements and historical financial data. | ⭐ 4 | 2025-02-14T16:01:27Z  
**[Flightradar24 Server (@sunsetcoder)](https://github.com/sunsetcoder/flightradar24-mcp-server)** | A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. Perfect for aviation enthusiasts, travel planners, or anyone curious about flights overhead! | ⭐ 10 | 2025-03-16T03:49:42Z  
**[Flights Mcp (@ravinahp)](https://github.com/ravinahp/flights-mcp)** | Integrates with the Duffel API to provide streamlined flight search capabilities for tasks like travel planning, fare comparison, and building travel-related applications. | ⭐ 42 | 2025-03-16T21:38:40Z  
**[Florence2 (@jkawamoto)](https://github.com/jkawamoto/mcp-florence2)** | Integrates with Florence-2 to enable advanced image analysis and manipulation tasks like visual question answering, image captioning, and content-based image retrieval. | ⭐ 1 | 2025-02-27T07:34:34Z  
**[Flowise (@matthewhand)](https://github.com/matthewhand/mcp-flowise)** | Integrates Flowise chatflows and assistants with MCP, enabling seamless incorporation of AI-powered conversational interfaces into existing systems. | ⭐ 16 | 2025-03-16T17:28:39Z  
**[Flutter (@asmagin)](https://github.com/asmagin/mcp-server-flutter)** | Enables Flutter applications to communicate with MCP-compatible models, facilitating AI-driven features in mobile apps. | ⭐ 0 | 2025-02-20T03:13:12Z  
**[Flutter Tools (@dkpoulsen)](https://github.com/dkpoulsen/flutter-tools)** | Integrates with the Flutter SDK to analyze and fix Dart/Flutter files, enabling automated code analysis and improvement suggestions for Flutter development. | ⭐ 3 | 2025-03-12T14:23:12Z  
**[Flux Dev Mcp (@nicekate)](https://github.com/nicekate/flux-dev-mcp)** | Implements a Model Context Protocol (MCP) server powered by Flux API from Cephalon Cloud, enabling users to utilize advanced AI capabilities through standardized communication. | ⭐ 30 | 2025-03-17T11:17:30Z  
**[Flux Img Mcp (@ckz)](https://github.com/ckz/flux-img-mcp)** | Provides image generation capabilities using the Flux Schnell model on Replicate, allowing users to create images from text prompts. | ⭐ 1 | 2025-03-12T05:08:24Z  
**[Flux Schnell (@bytefer)](https://github.com/bytefer/mcp-flux-schnell)** | A TypeScript-based MCP server that enables text-to-image generation using Cloudflare's Flux Schnell model API. | ⭐ 3 | 2025-03-17T12:09:19Z  
**[Flux Studio (@jmanhype)](https://github.com/jmanhype/mcp-flux-studio)** | A server that integrates Flux's advanced image generation and manipulation features into AI coding assistants, enabling seamless text-to-image and image control workflows in IDEs like Cursor and Windsurf. | ⭐ 10 | 2025-03-16T22:14:51Z  
**[Focus mcp data (@FocusSearch)](https://github.com/FocusSearch/focus_mcp_data)** | The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities. | ⭐ 2 | 2025-03-04T10:28:25Z  
**[Folderr Server (@folderr-tech)](https://github.com/folderr-tech/folderr-mcp-server)** | A Model Context Protocol (MCP) server that provides tools to interact with Folderr's API, specifically for managing and communicating with Folderr Assistants. | ⭐ 1 | 2024-12-24T05:03:13Z  
**[For Intercom (@raoulbia-ai)](https://github.com/raoulbia-ai/mcp-server-for-intercom)** | An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. | ⭐ 0 | 2025-03-14T11:29:32Z  
**[Forevervm (@jamsocket)](https://github.com/jamsocket/forevervm)** | The sessionless code interpreter. Securely run AI-generated code in stateful sandboxes that run forever. | ⭐ 137 | 2025-03-16T16:28:02Z  
**[Framer Plugin Mcp (@Sheshiyer)](https://github.com/Sheshiyer/framer-plugin-mcp)** | Integrates web3 capabilities into Framer plugins, enabling blockchain functionality like wallet connections and NFT displays in interactive prototypes and UI components. | ⭐ 5 | 2025-03-11T20:11:48Z  
**[Framework (@aigo666)](https://github.com/aigo666/mcp-framework)** | A powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing. | ⭐ 4 | 2025-03-14T12:09:21Z  
**[Fred Server (@kablewy)](https://github.com/kablewy/fred-mcp-server)** | A Model Context Protocol server that provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API. | ⭐ 2 | 2025-03-11T04:18:12Z  
**[Free Usdc Transfer (@magnetai)](https://github.com/magnetai/mcp-free-usdc-transfer)** | Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). | ⭐ 8 | 2025-03-17T13:40:11Z  
**[Freeagent Mcp (@markpitt)](https://github.com/markpitt/freeagent-mcp)** | A Claude MCP server that allows Claude to interact with your FreeAgent account to track time, manage timers, and handle timeslip operations. | ⭐ 1 | 2025-03-04T23:50:33Z  
**[Freecad mcp (@bonninr)](https://github.com/bonninr/freecad_mcp)** | A FreeCAD addon that implements the Model Context Protocol (MCP) to enable communication between FreeCAD and Claude AI through Claude Desktop. | ⭐ 6 | 2025-03-17T10:03:33Z  
**[Freecad Mcp (@neka-nat)](https://github.com/neka-nat/freecad-mcp)** | This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude Desktop. | ⭐ 4 | 2025-03-17T12:29:22Z  
**[Frontend Review Mcp (@zueai)](https://github.com/zueai/frontend-review-mcp)** | Integrates with Hyperbolic's AI models to perform visual reviews of UI edit requests, providing automated visual QA for frontend development workflows. | ⭐ 14 | 2025-03-12T21:58:55Z  
**[Fs (@kvas-it)](https://github.com/kvas-it/mcp-server-fs)** | This server provides an interface for performing basic file system operations such as navigation, reading, writing, and file analysis, allowing users to manage directories and files efficiently. | ⭐ 3 | 2025-03-06T07:02:33Z  
**[Ftp (@alxspiker)](https://github.com/alxspiker/mcp-server-ftp)** | Enables direct FTP and FTPS server management through natural language commands for remote file operations including directory listing, file transfers, and folder creation. | ⭐ 0 | 2025-03-15T04:03:48Z  
**[Function App Tester (@dkmaker)](https://github.com/dkmaker/mcp-function-app-tester)** | A TypeScript-based MCP server that enables interaction with Azure Table Storage directly through Cline. This tool allows you to query and manage data in Azure Storage Tables. | ⭐ 4 | 2025-01-16T18:01:22Z  
**[Function Hub (@segun)](https://github.com/segun/mcp-server-function-hub)** | Integrates with Function Hub API to provide dynamic tool listing and execution capabilities for flexible access to external functions and APIs. | ⭐ 0 | 2025-03-12T18:54:01Z  
**[Garmin mcp (@dshvadskiy)](https://github.com/dshvadskiy/garmin_mcp)** | Integrates with the Garmin Connect API to retrieve and analyze personal fitness data, enabling detailed tracking of health metrics like sleep, steps, activities, and heart rate. | ⭐ 0 | 2025-03-13T22:09:38Z  
**[Garmin mcp (@Taxuspt)](https://github.com/Taxuspt/garmin_mcp)** | Integrates with Garmin Connect to expose fitness and health data, enabling access to activities, detailed workout information, and health metrics like heart rate through natural language interactions. | ⭐ 0 | 2025-03-10T21:30:39Z  
**[Gateway (@beamlit)](https://github.com/beamlit/mcp-gateway)** | An MCP server implementation that enables seamless integration between Beamlit CLI and AI models using the Model Context Protocol standard. | ⭐ 0 | 2025-01-31T18:27:51Z  
**[Gatherer (@james2037)](https://github.com/james2037/mcp-gatherer)** | Integrates Magic: The Gathering data sources to provide unified access for card searches, rules lookup, and set information retrieval. | ⭐ 0 | 2025-01-13T08:33:57Z  
**[Gatherings Python (@abutbul)](https://github.com/abutbul/gatherings-mcp-python)** | Provides a robust expense-sharing solution for social gatherings, enabling creation of events, member management, expense tracking, and automated reimbursement calculations. | ⭐ 0 | 2025-03-04T22:51:44Z  
**[Gauntlet Incept Mcp (@Birdsmith)](https://github.com/Birdsmith/Gauntlet-Incept-MCP)** | Enables Claude Desktop to interact with the Gauntlet Incept system for generating, tagging, and grading educational content for K-8 students directly through natural language. | ⭐ 0 | 2025-02-27T15:26:10Z  
**[Gcp Mcp (@eniayomi)](https://github.com/eniayomi/gcp-mcp)** | A Model Context Protocol server that enables AI assistants like Claude to interact with Google Cloud Platform environments through natural language, allowing users to query and manage GCP resources during conversations. | ⭐ 13 | 2025-03-15T18:07:53Z  
**[Gdrive (@isaacphi)](https://github.com/isaacphi/mcp-gdrive)** | Integrates with Google Drive to enable listing, searching, and reading files, plus reading and writing to Google Sheets. | ⭐ 26 | 2025-03-17T06:28:59Z  
**[Gdrive (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive)** | File access and search capabilities for Google Drive | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Gdrive (@w-jeon)](https://github.com/w-jeon/mcp-gdrive)** | Integrates with Google Drive to enable file listing, reading, and searching across various document formats, with OAuth authentication for secure access to user content. | ⭐ 0 | 2025-03-12T04:07:04Z  
**[Gdrive Server (@felores)](https://github.com/felores/gdrive-mcp-server)** | Enables integration with Google Drive for listing, reading, and searching over files, supporting various file types with automatic export for Google Workspace files. | ⭐ 9 | 2025-03-15T02:06:48Z  
**[Gel Server (@christian561)](https://github.com/christian561/gel-mcp-server)** | A TypeScript-based MCP server that enables LLM agents to interact with Gel databases through natural language, providing tools to learn database schemas, validate and execute EdgeQL queries. | ⭐ 5 | 2025-03-14T17:02:00Z  
**[Gemini (@aliargun)](https://github.com/aliargun/mcp-server-gemini)** | Integrates Google's Gemini AI models enabling real-time response streaming and LLM processing capabilities. | ⭐ 48 | 2025-03-17T08:41:31Z  
**[Gemini Server (@georgejeffers)](https://github.com/georgejeffers/gemini-mcp-server)** | Integrates Google's Gemini Pro model for text generation, enabling content creation, translation, and conversational capabilities. | ⭐ 1 | 2025-03-16T06:06:29Z  
**[Geminiserchmcp (@Lorhlona)](https://github.com/Lorhlona/geminiserchMCP)** | Integrates with Google Gemini API to enable powerful web searches with advanced language understanding capabilities. | ⭐ 18 | 2025-03-15T08:17:03Z  
**[Gemsuite Mcp (@PV-Bhat)](https://github.com/PV-Bhat/gemsuite-mcp)** | The ultimate Gemini API interface for MCP hosts, intelligently selecting models for the task at hand—delivering optimal performance, minimal token cost, and seamless integration. | ⭐ 3 | 2025-03-17T08:24:21Z  
**[Geoapify Mcp (@burningion)](https://github.com/burningion/geoapify-mcp)** | Converts addresses to GPS coordinates and creates map visualizations using the Geoapify API, allowing Claude users to generate GeoJSON data and map images from location lists. | ⭐ 0 | 2025-01-14T22:37:03Z  
**[Get Terminal Logs (@ozgrozer)](https://github.com/ozgrozer/mcp-get-terminal-logs)** | Retrieves and manages terminal logs from a specified directory, offering functionality to read recent entries and clear log contents for efficient monitoring and debugging. | ⭐ 1 | 2025-03-03T21:49:32Z  
**[Ghost Mcp (@MFYDev)](https://github.com/MFYDev/ghost-mcp)** | Interact with the Ghost CMS to control your blog through natural language. Manage posts, tags, users, members, and more with secure access. | ⭐ 21 | 2025-03-12T14:45:14Z  
**[Ghost Server (@mtane0412)](https://github.com/mtane0412/ghost-mcp-server)** | Integrates with the Ghost Admin API to allow programmatic management of Ghost CMS features, including posts, pages, tags, authors, members, and image uploads, providing efficient content management capabilities. | ⭐ 1 | 2025-02-20T11:47:15Z  
**[Gibber Mcp (@anton10xr)](https://github.com/anton10xr/gibber-mcp)** | A Model Context Protocol server built with Express.js that provides cryptographic tools including key pair generation, shared secret derivation, and message encryption/decryption. | ⭐ 153 | 2025-03-17T05:09:15Z  
**[Giphy (@microsoft)](https://github.com/microsoft/semanticworkbench/tree/HEAD/mcp-servers/mcp-server-giphy)** | Submit recent chat history ('context') and a search term to retrieve a list of candidate results from GIPHY and load their image data. | ⭐ 165 | 2025-03-17T00:36:37Z  
**[Git (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/git)** | Tools to read, search, and manipulate Git repositories | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Git File Forensics (@davidorex)](https://github.com/davidorex/git-file-forensics)** | Provides deep git file-level forensics tools to analyze detailed file histories, changes, and patterns within git repositories, focusing on individual file analysis rather than repository-wide operations. | ⭐ 0 | 2025-02-05T04:27:26Z  
**[Git Forensics Mcp (@davidorex)](https://github.com/davidorex/git-forensics-mcp)** | A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations. | ⭐ 1 | 2025-02-07T02:55:32Z  
**[Git Go (@geropl)](https://github.com/geropl/git-mcp-go)** | Integrates with Git repositories to enable version control operations and automation, supporting both shell-based commands and the go-git library for flexible implementation. | ⭐ 0 | 2025-03-05T11:27:36Z  
**[Git Ingest (@adhikasp)](https://github.com/adhikasp/mcp-git-ingest)** | Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read <https://github.com/adhikasp/mcp-git-ingest> and determine how the code technically works". | ⭐ 57 | 2025-03-17T01:11:56Z  
**[Git Mcp (@kjozsa)](https://github.com/kjozsa/git-mcp)** | MCP server for managing Git operations on local repositories, allowing users to list repositories, get and create tags, list commits, push tags, and refresh repositories through a standardized interface. | ⭐ 0 | 2025-03-05T10:13:36Z  
**[Git Repo Browser (@razorback16)](https://github.com/razorback16/mcp-git-repo-browser)** | A Node.js server that allows browsing Git repositories through MCP, providing tools to view directory structures and read important files from repositories. | ⭐ 0 | 2025-02-18T08:32:05Z  
**[Git Server (@cyanheads)](https://github.com/cyanheads/git-mcp-server)** | Integrates with Git repositories using simple-git to enable core version control operations like cloning, committing, and branch management. | ⭐ 10 | 2025-03-15T07:28:23Z  
**[Git Tools (@lileeei)](https://github.com/lileeei/mcp-git-tools)** | Integrates with Git to enable version control operations, repository management, and change tracking for collaborative development environments. | ⭐ 0 | 2025-03-09T10:18:39Z  
**[Git V2 (@Sheshiyer)](https://github.com/Sheshiyer/git-mcp-v2)** | The Git MCP Server allows AI assistants to perform enhanced Git operations via the Model Context Protocol, supporting core Git functions, branch and tag management, GitHub integration, and more. | ⭐ 4 | 2025-03-07T07:12:56Z  
**[Gitee Server (@normal-coder)](https://github.com/normal-coder/gitee-mcp-server)** | MCP Tool Server for Gitee, supporting the management of repository files/branches, Issues, and Pull Requests. | ⭐ 3 | 2025-03-15T14:52:04Z  
**[Github (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/github)** | Repository management, file operations, and GitHub API integration | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Github (@timbuchinger)](https://github.com/timbuchinger/mcp-github)** | Integrates with GitHub's issue tracking system to enable listing and creating issues, facilitating automated issue management and workflow integration. | ⭐ 0 | 2025-02-19T00:51:03Z  
**[Github Issue (@sammcj)](https://github.com/sammcj/mcp-github-issue)** | Fetches GitHub issues and transforms them into structured task descriptions for software development workflows and project management. | ⭐ 9 | 2025-03-10T08:15:58Z  
**[Github Kanban Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/github-kanban-mcp-server)** | A Model Context Protocol server that enables efficient management of GitHub issues in a Kanban board format, allowing LLMs to automate task management through GitHub integration. | ⭐ 4 | 2025-02-05T07:23:08Z  
**[Github Mcp (@wheelhousedev)](https://github.com/wheelhousedev/github-mcp)** | This TypeScript-based MCP server enables users to manage a simple notes system with capabilities to create and summarize notes through structured prompts and resources. | ⭐ 0 | 2025-03-03T03:36:38Z  
**[Github Meta Server (@PoliTwit1984)](https://github.com/PoliTwit1984/github-meta-mcp-server)** | A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands. | ⭐ 0 | 2025-01-10T08:37:05Z  
**[Github Pera1 (@kazuph)](https://github.com/kazuph/mcp-github-pera1)** | A Model Context Protocol server that connects GitHub code to Claude.ai. This server utilizes the Pera1 service to extract code from GitHub repositories and provide better context to Claude. | ⭐ 1 | 2025-03-03T14:15:10Z  
**[Github Plus (@PhialsBasement)](https://github.com/PhialsBasement/mcp-github-server-plus)** | MCP Server for the GitHub API, providing features for file operations, repository management, and advanced search, with automatic branch creation and comprehensive error handling. | ⭐ 1 | 2025-02-10T06:13:42Z  
**[Github Pr Mcp (@shaileshahuja)](https://github.com/shaileshahuja/github-pr-mcp)** | Integrates with GitHub's Pull Request system to fetch and analyze PR comments with their associated file paths, line ranges, and replies for seamless code review workflows. | ⭐ 0 | 2025-03-09T08:57:19Z  
**[Github Project Manager (@kunwarVivek)](https://github.com/kunwarVivek/mcp-github-project-manager)** | Integrates with GitHub Projects V2 to enable natural language management of project boards, issues, milestones, and sprints. | ⭐ 9 | 2025-03-13T04:27:47Z  
**[Github Projects (@taylor-lindores-reeves)](https://github.com/taylor-lindores-reeves/mcp-github-projects)** | Integrates with GitHub Projects to streamline Agile Sprint-based workflows, enabling project creation, task management, and sprint planning within the GitHub ecosystem. | ⭐ 0 | 2025-03-09T21:07:27Z  
**[Github Repo (@loglmhq)](https://github.com/loglmhq/mcp-server-github-repo)** | A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol. | ⭐ 3 | 2025-02-07T22:34:10Z  
**[Github Server (@ParasSolanki)](https://github.com/ParasSolanki/github-mcp-server)** | Provides integration with Github through the Model Context Protocol (MCP), allowing Large Language Models to interact with Github's repositories, issues, pull requests and search functionality. | ⭐ 1 | 2025-03-06T15:28:46Z  
**[Github Server (@Ryanpatrickwhiting)](https://github.com/Ryanpatrickwhiting/github-mcp-server)** | Integrates with GitHub using Octokit to enable repository management, issue tracking, and code analysis. | ⭐ 0 | 2024-12-29T18:24:07Z  
**[Gitingest Mcp (@puravparab)](https://github.com/puravparab/Gitingest-MCP)** | An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc | ⭐ 2 | 2025-03-17T03:11:35Z  
**[Gitlab (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab)** | GitLab API, enabling project management | ⭐ 19099 | 2025-03-17T14:12:18Z  
**[Gitlab Kanban Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/gitlab-kanban-mcp-server)** | A Model Context Protocol server that enables management of GitLab Kanban boards through tools for listing, creating, updating, and deleting tasks, as well as adding comments. | ⭐ 1 | 2024-12-17T10:11:55Z  
**[Gitlab Mcp (@zereight)](https://github.com/zereight/gitlab-mcp)** | gitlab mcp | ⭐ 8 | 2025-03-17T05:40:25Z  
**[Gitlab review (@Photosynth-inc)](https://github.com/Photosynth-inc/gitlab_review)** | Integrates with GitLab's API to automate code review processes, enabling retrieval of merge request details and posting of discussion comments. | ⭐ 1 | 2025-02-24T07:48:12Z  
**[Glean Server (@longyi1207)](https://github.com/longyi1207/glean-mcp-server)** | An MCP server that integrates the Glean API to provide search results and chatbot interaction. | ⭐ 4 | 2025-03-11T17:47:04Z  
**[Glide Api Server (@knmurphy)](https://github.com/knmurphy/glide-api-mcp-server)** | Facilitates secure and type-safe interactions with both v1 and v2 of the Glide API, allowing users to manage app data and perform CRUD operations on tables via a Model Context Protocol interface. | ⭐ 5 | 2025-03-15T23:21:51Z  
**[Glif Server (@glifxyz)](https://github.com/glifxyz/glif-mcp-server)** | Run AI workflows hosted on Glif.app via MCP, including ComfyUI-based image generators, meme generators, selfies, chained LLM calls, and more | ⭐ 14 | 2025-03-14T14:53:46Z  
**[Gmail Gas (@kazuph)](https://github.com/kazuph/mcp-gmail-gas)** | Integrates Gmail functionality, enabling email search, message retrieval, and attachment downloads via Google Apps Script. | ⭐ 8 | 2025-03-09T23:26:10Z  
**[Gmail Mcp (@vinayak-mehta)](https://github.com/vinayak-mehta/gmail-mcp)** | A server that allows Claude to search and retrieve emails from your Gmail account, supporting functions like searching emails, retrieving full content of specific emails, and listing recent messages. | ⭐ 2 | 2025-03-10T21:24:38Z  
**[Gmail Mcp Server (@GongRzhe)](https://github.com/GongRzhe/Gmail-MCP-Server)** | Integrates with Gmail to enable email management tasks like sending, reading, searching, and labeling through natural language commands. | ⭐ 45 | 2025-03-16T20:35:09Z  
**[Gmail mcp server (@Samarthsinghal28)](https://github.com/Samarthsinghal28/gmail_mcp_server)** | Integrates with Gmail and Google Calendar APIs to enable email retrieval, search, sending with attachments, and calendar event management including video conference creation. | ⭐ 0 | 2025-03-08T09:16:07Z  
**[Gmail Server (@ajbr0wn)](https://github.com/ajbr0wn/gmail-mcp-server)** | An integration server that provides Claude Desktop access to Gmail, enabling users to view recent emails and search their Gmail inbox using natural language commands. | ⭐ 6 | 2025-03-09T19:59:07Z  
**[Gmail Server (@jasonsum)](https://github.com/jasonsum/gmail-mcp-server)** | MCP server that integrates with Gmail to enable sending, reading, and managing emails through tools like send-email, trash-email, get-unread-emails, and read-email. | ⭐ 16 | 2025-03-15T07:04:24Z  
**[Gmail Server (@jmonsellier)](https://github.com/jmonsellier/gmail-mcp-server)** | Integrates with Gmail to enable sending, reading, drafting, and managing emails via the Model Context Protocol (MCP), allowing users to interact with email tasks through automated client prompts. | ⭐ 0 | 2025-01-14T20:30:19Z  
**[Gmail Server (@Quantum-369)](https://github.com/Quantum-369/Gmail-mcp-server)** | Integrates with Gmail APIs to enable reading, sending, and managing emails across multiple accounts, supporting automated email processing and workflow integration. | ⭐ 8 | 2025-03-13T23:30:19Z  
**[Gmail Server (@zacco16)](https://github.com/zacco16/gmail-mcp-server)** | A Model Context Protocol server that enables AI assistants to interact with Gmail services, supporting email operations, draft management, and calendar functionality through Google API integration. | ⭐ 0 | 2025-02-02T00:36:10Z  
**[Gnews (@algonacci)](https://github.com/algonacci/mcp-gnews)** | Integrates with the GNews API to enable news search, headline retrieval, and topic-specific article fetching across multiple languages and countries | ⭐ 0 | 2025-03-06T08:04:48Z  
**[Go Mcp (@wricardo)](https://github.com/wricardo/go-mcp)** | Exposes Go documentation and package listing capabilities through 'go doc' and 'go list' commands, enabling efficient querying of official Go documentation and codebase understanding. | ⭐ 0 | 2025-03-05T18:31:40Z  
**[Goalstory Mcp (@hichana)](https://github.com/hichana/goalstory-mcp)** | a Goal Tracker and Visualization Tool for personal and professional development. | ⭐ 5 | 2025-03-13T00:53:38Z  
**[Godoc Mcp (@mrjoshuak)](https://github.com/mrjoshuak/godoc-mcp)** | Access Go package documentation and project structures. | ⭐ 23 | 2025-03-16T23:52:02Z  
**[Godot Mcp (@ee0pdt)](https://github.com/ee0pdt/Godot-MCP)** | Integrates with Godot to enable AI interaction with scripts, supporting features like reading, listing, and updating script information for enhanced game development workflows. | ⭐ 11 | 2025-03-17T00:48:14Z  
**[Google Analytics (@ruchernchong)](https://github.com/ruchernchong/mcp-server-google-analytics)** | An MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK. | ⭐ 8 | 2025-03-17T13:29:11Z  
**[Google Calendar (@cablate)](https://github.com/cablate/mcp-google-calendar)** | Integrates with Google Calendar API to enable creating, updating, and retrieving calendar events for seamless scheduling and event management. | ⭐ 1 | 2025-02-22T21:20:44Z  
**[Google Calendar (@markelaugust74)](https://github.com/markelaugust74/mcp-google-calendar)** | Integrates with the Google Calendar API to create and manage events using natural language interactions, enabling automated scheduling and event creation. | ⭐ 14 | 2025-03-09T02:17:10Z  
**[Google Calendar (@v-3)](https://github.com/v-3/google-calendar)** | Integration with Google Calendar to check schedules, find time, and add/delete events | ⭐ 24 | 2025-03-17T12:23:18Z  
**[Google Calendar Mcp (@nspady)](https://github.com/nspady/google-calendar-mcp)** | Lets LLMs read and manage Google Calendar events. | ⭐ 24 | 2025-03-17T13:03:08Z  
**[Google Calendar Mcp (@thisnick)](https://github.com/thisnick/google-calendar-mcp)** | Allows interaction with Google Calendar through Claude Desktop using the Model Context Protocol, enabling calendar event management and schedule analysis. | ⭐ 2 | 2025-03-07T18:23:04Z  
**[Google Cse (@Richard-Weiss)](https://github.com/Richard-Weiss/mcp-google-cse)** | Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies. | ⭐ 9 | 2025-03-11T06:34:01Z  
**[Google Custom Search Server (@limklister)](https://github.com/limklister/mcp-google-custom-search-server)** | A Model Context Protocol server that enables LLMs to perform web searches using Google's Custom Search API through a standardized interface. | ⭐ 5 | 2025-03-17T06:23:42Z  
**[Google Gmail (@cablate)](https://github.com/cablate/mcp-google-gmail)** | Integrates with Gmail's API to enable email operations including sending, receiving, and managing emails for automation and workflow integration | ⭐ 0 | 2025-02-22T11:00:51Z  
**[Google Jobs (@ChanMeng666)](https://github.com/ChanMeng666/server-google-jobs)** | Integrates with Google Jobs search via Serp API to enable efficient querying and retrieval of job listings for career guidance, labor market analysis, and automated job matching. | ⭐ 3 | 2025-03-11T22:56:00Z  
**[Google Maps (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps)** | Location services, directions, and place details | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Google News (@ChanMeng666)](https://github.com/ChanMeng666/server-google-news)** | This server enables users to perform Google News searches with automatic categorization and multi-language support via SerpAPI integration. | ⭐ 17 | 2025-03-09T17:57:19Z  
**[Google Search (@adenot)](https://github.com/adenot/mcp-google-search)** | Integrates Google Custom Search API to enable web searches for fact-checking, research, and content generation tasks. | ⭐ 5 | 2025-03-04T23:47:29Z  
**[Google Search Mcp Server (@mixelpixx)](https://github.com/mixelpixx/Google-Search-MCP-Server)** | Integrates with Google Custom Search API and web scraping tools to enable web searches, content extraction, and analysis for research and data aggregation tasks. | ⭐ 20 | 2025-03-14T14:29:39Z  
**[Google Search Server (@gradusnikov)](https://github.com/gradusnikov/google-search-mcp-server)** | Integrates with Google Custom Search API to perform web searches and retrieve formatted results with titles, links, and snippets for research tasks and fact-checking. | ⭐ 1 | 2025-03-08T15:52:37Z  
**[Google Sheets Mcp (@akchro)](https://github.com/akchro/google-sheets-mcp)** | Integrates with Google Sheets to enable spreadsheet creation, editing, and formatting capabilities through specialized Python tools built with FastMCP framework, requiring Google Cloud OAuth authentication. | ⭐ 0 | 2025-03-16T07:41:32Z  
**[Google Tasks (@mstfe)](https://github.com/mstfe/mcp-google-tasks)** | A TypeScript Model Context Protocol server that integrates with Google Tasks API, allowing users to create, list, update, delete, and toggle completion status of tasks. | ⭐ 2 | 2024-12-05T02:43:27Z  
**[Google Workspace (@distrihub)](https://github.com/distrihub/mcp-google-workspace)** | Integrates with Google Workspace to enable file management in Drive and data manipulation in Sheets, facilitating document-centric tasks and data analysis within the Google ecosystem. | ⭐ 0 | 2025-03-15T06:08:25Z  
**[Google Workspace (@j3k0)](https://github.com/j3k0/mcp-google-workspace)** | Integrates Google Workspace APIs to enable tasks like sending emails, scheduling meetings, and managing documents in Gmail, Calendar, and Drive. | ⭐ 4 | 2025-03-09T19:59:11Z  
**[Google Workspace Mcp (@aaronsb)](https://github.com/aaronsb/google-workspace-mcp)** | Integrates with Gmail and Google Calendar to enable email operations, calendar management, and multi-account support for Google Workspace automation. | ⭐ 15 | 2025-03-17T13:18:41Z  
**[Google Workspace Server (@epaproditus)](https://github.com/epaproditus/google-workspace-mcp-server)** | Integrates with Gmail and Google Calendar APIs to enable email and calendar management tasks like listing, searching, and modifying emails, as well as creating and updating events. | ⭐ 13 | 2025-03-12T04:49:44Z  
**[Goose fm (@mccartykim)](https://github.com/mccartykim/goose_fm)** | Integrates with RTL-SDR hardware to enable FM radio tuning, playback control, and audio analysis for smart home and voice-controlled applications. | ⭐ 0 | 2025-02-11T21:42:30Z  
**[Govee mcp server (@mathd)](https://github.com/mathd/govee_mcp_server)** | Enables users to control Govee LED devices using the Govee API, with features for turning devices on/off, setting colors, and adjusting brightness through a CLI or MCP clients. | ⭐ 2 | 2025-03-07T18:49:21Z  
**[Gpt Proxy (@wricardo)](https://github.com/wricardo/gpt-mcp-proxy)** | Bridges HTTP clients with tool servers, enabling tool discovery and execution via REST endpoints, featuring automatic HTTPS exposure and OpenAPI 3.1.0 specification for seamless integration with custom GPTs and AI-assisted applications. | ⭐ 0 | 2025-03-13T22:56:39Z  
**[Grafana (@grafana)](https://github.com/grafana/mcp-grafana)** | Search dashboards, investigate incidents and query datasources in your Grafana instance | ⭐ 127 | 2025-03-17T13:25:02Z  
**[Grants Mcp (@Tar-ive)](https://github.com/Tar-ive/grants-mcp)** | An MCP server that enables users to search for government grants based on keywords and view detailed information including funding, eligibility, and deadlines. | ⭐ 0 | 2024-12-22T02:47:16Z  
**[Graphlit Server (@graphlit)](https://github.com/graphlit/graphlit-mcp-server)** | The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client. | ⭐ 61 | 2025-03-17T13:30:59Z  
**[Graphql (@blurrah)](https://github.com/blurrah/mcp-graphql)** | MCP for working with GraphQL servers. | ⭐ 25 | 2025-03-14T21:23:10Z  
**[Graphql Schema (@hannesj)](https://github.com/hannesj/mcp-graphql-schema)** | Enables AI models to explore and understand GraphQL schemas through specialized tools for querying operations, looking up type definitions, pattern matching, and retrieving simplified field information. | ⭐ 0 | 2025-03-13T10:08:06Z  
**[Greptimedb Server (@GreptimeTeam)](https://github.com/GreptimeTeam/greptimedb-mcp-server)** | A Model Context Protocol server implementation that enables AI assistants to securely interact with GreptimeDB, allowing them to explore database schema, read data, and execute SQL queries through a controlled interface. | ⭐ 3 | 2025-03-16T10:40:53Z  
**[Grpcurl Mcp (@wricardo)](https://github.com/wricardo/grpcurl-mcp)** | Integrates with gRPC services using grpcurl, enabling method invocation, service listing, and description with custom header support for versatile API interactions. | ⭐ 0 | 2025-03-05T21:25:19Z  
**[Gsc (@ahonn)](https://github.com/ahonn/mcp-server-gsc)** | Analyze SEO metrics and search performance data. | ⭐ 11 | 2025-03-12T13:52:49Z  
**[Gsc (@AminForou)](https://github.com/AminForou/mcp-gsc)** | Integrates with Google Search Console API to provide website search performance analytics, indexing status monitoring, and sitemap management for SEO professionals | ⭐ 4 | 2025-03-17T14:02:35Z  
**[Gsuite (@MarkusPfundstein)](https://github.com/MarkusPfundstein/mcp-gsuite)** | Interact with Google Docs, Sheets, and other Workspace products. | ⭐ 133 | 2025-03-17T13:08:13Z  
**[Gtasks Mcp (@zcaceres)](https://github.com/zcaceres/gtasks-mcp)** | Integrates with Google Tasks to allow listing, reading, searching, creating, updating, and deleting tasks. | ⭐ 12 | 2025-03-13T08:30:49Z  
**[Guide (@qpd-v)](https://github.com/qpd-v/mcp-guide)** | A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install. | ⭐ 35 | 2025-03-16T13:20:43Z  
**[Gyazo Server (@yuiseki)](https://github.com/yuiseki/gyazo-mcp-server)** | A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs, metadata, and OCR data via the Gyazo API. | ⭐ 5 | 2025-03-13T11:10:02Z  
**[Hana Server (@HatriGt)](https://github.com/HatriGt/hana-mcp-server)** | Bridges SAP HANA Cloud databases with machine learning operations through a three-layer architecture that enables model management, execution contexts, and standardized communication for both inference and training workflows. | ⭐ 0 | 2025-03-08T06:45:49Z  
**[Handwriting Ocr Server (@Handwriting-OCR)](https://github.com/Handwriting-OCR/handwriting-ocr-mcp-server)** | Integrates with Handwriting OCR API to extract and digitize text from handwritten documents in various image formats, enabling conversion of physical notes and manuscripts into editable text. | ⭐ 1 | 2025-03-09T23:38:30Z  
**[Harvest Server (@adrian-dotco)](https://github.com/adrian-dotco/harvest-mcp-server)** | Enables natural language time tracking and reporting for Harvest, including automatic leave requests, project/task matching, and date parsing. | ⭐ 0 | 2025-02-23T11:00:07Z  
**[Harvester Server (@starbops)](https://github.com/starbops/harvester-mcp-server)** | Enables management of Harvester HCI clusters through a Go-based server that provides tools for handling both standard Kubernetes and Harvester-specific resources with human-readable output formatting. | ⭐ 0 | 2025-03-11T07:16:56Z  
**[Hdw Server (@horizondatawave)](https://github.com/horizondatawave/hdw-mcp-server)** | Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). | ⭐ 4 | 2025-03-14T03:07:28Z  
**[Headless Agents Ts (@Headless-Agents)](https://github.com/Headless-Agents/headless-agents-mcp-ts)** | Integrates Claude Desktop with Headless Agents API, enabling direct interaction and leveraging agent capabilities for task automation, information retrieval, and complex decision-making processes. | ⭐ 1 | 2025-02-22T18:25:24Z  
**[Headline Vibes (@fred-em)](https://github.com/fred-em/headline-vibes)** | Integrates with major US news sources to analyze headline sentiment, providing normalized scores and source distribution for media trend insights. | ⭐ 1 | 2025-02-23T13:32:45Z  
**[Hefeng Weather (@shanggqm)](https://github.com/shanggqm/hefeng-mcp-weather)** | Provides weather forecast data for locations in China using the HeFeng Weather API, with real-time, hourly, or daily forecasts and location-based queries. | ⭐ 1 | 2025-03-14T03:51:28Z  
**[Helius (@dcSpark)](https://github.com/dcSpark/mcp-server-helius)** | Integrates with the Helius API to provide real-time Solana blockchain data access, enabling wallet balance checks and block height retrieval for blockchain monitoring and analysis. | ⭐ 6 | 2025-03-15T05:12:09Z  
**[Heroku (@MyBlockcities)](https://github.com/MyBlockcities/mcp-server-heroku)** | A template for creating custom tools for Cursor IDE using Model Context Protocol that allows users to deploy their own MCP server to Heroku and connect it to Cursor IDE. | ⭐ 0 | 2025-02-17T20:55:20Z  
**[Heurist Mesh Server (@heurist-network)](https://github.com/heurist-network/heurist-mesh-mcp-server)** | Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh). | ⭐ 1 | 2025-03-15T06:20:41Z  
**[Hex Mcp (@franccesco)](https://github.com/franccesco/hex-mcp)** | A server that allows AI assistants to access, view, run, and manage Hex projects through a standardized interface. | ⭐ 0 | 2025-03-11T01:17:11Z  
**[Hfspace (@evalstate)](https://github.com/evalstate/mcp-hfspace)** | MCP server that seamlessly integrates Hugging Face Spaces with AI assistants, enabling easy access to diverse AI models and tools without manual configuration. | ⭐ 100 | 2025-03-17T03:37:48Z  
**[Hh Jira Server (@alexeydubinin)](https://github.com/alexeydubinin/hh-jira-mcp-server)** | A Model Context Protocol server that enables integration with JIRA, allowing users to interact with JIRA tasks and issues through Claude AI assistant. | ⭐ 2 | 2025-03-12T21:19:26Z  
**[Hide Mcp (@hide-org)](https://github.com/hide-org/hide-mcp)** | Integrates Hide's capabilities to enable agentic work on code in a headless environment. | ⭐ 6 | 2025-03-07T11:05:09Z  
**[Highlight Github Mcp (@highlight-ing)](https://github.com/highlight-ing/highlight-github-mcp)** | Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyze changes between branches in a repository. | ⭐ 1 | 2025-02-05T11:51:39Z  
**[Highlight Youtube Mcp (@highlight-ing)](https://github.com/highlight-ing/highlight-youtube-mcp)** | Extracts transcripts from YouTube videos using various URL formats, enabling automated content analysis and summarization. | ⭐ 1 | 2025-03-10T02:12:46Z  
**[Higress Ai Search Server (@cr7258)](https://github.com/cr7258/higress-ai-search-mcp-server)** | Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge searches. | ⭐ 4 | 2025-03-12T01:18:01Z  
**[Hitchcode (@jankowtf)](https://github.com/jankowtf/mcp-hitchcode)** | Exposes a simple website fetching tool for retrieving web content, supporting local development and cloud deployment with real-time communication via Server-Sent Events. | ⭐ 2 | 2025-03-15T13:48:09Z  
**[Hive Server (@gluneau)](https://github.com/gluneau/hive-mcp-server)** | Integrates with the Hive blockchain to enable querying data, posting content, and managing accounts for content creation, social media automation, and blockchain analysis tasks. | ⭐ 0 | 2025-03-12T12:10:16Z  
**[Hn (@erithwik)](https://github.com/erithwik/mcp-hn)** | A Model Context Protocol (MCP) server that provides tools for searching and fetching information from Hacker News. | ⭐ 5 | 2025-03-14T01:47:00Z  
**[Hn Mcp (@devabdultech)](https://github.com/devabdultech/hn-mcp)** | Adds powerful Hacker News integration to LLM clients, allowing users to access stories, comments, user profiles, and search functionality through the Model Context Protocol. | ⭐ 0 | 2025-03-12T10:33:44Z  
**[Hn Server (@pskill9)](https://github.com/pskill9/hn-server)** | Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs). | ⭐ 13 | 2025-03-17T01:12:30Z  
**[Hny Mcp (@austinlparker)](https://github.com/austinlparker/hny-mcp)** | A Model Context Protocol server for enabling Claude or other LLMs to analyze and query Honeycomb datasets across multiple environments. | ⭐ 5 | 2025-03-14T12:27:18Z  
**[Holaspirit Server (@syucream)](https://github.com/syucream/holaspirit-mcp-server)** | Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to interact with organizational data such as tasks, circles, roles, and meetings through a standardized interface. | ⭐ 1 | 2025-03-14T16:44:00Z  
**[Home Assistant (@allenporter)](https://github.com/allenporter/mcp-server-home-assistant)** | Interact with Home Assistant for querying and controlling smart home devices. | ⭐ 30 | 2025-03-17T06:57:16Z  
**[Home Assistant Mcp (@hpohlmann)](https://github.com/hpohlmann/home-assistant-mcp)** | A Model Context Protocol (MCP) integration that allows AI assistants to control Home Assistant devices by searching for entities and controlling devices through natural language commands. | ⭐ 10 | 2025-03-16T14:12:51Z  
**[Home Assistant Mcp (@miguelg719)](https://github.com/miguelg719/home-assistant-mcp)** | A Model Context Protocol server that integrates with Home Assistant to provide smart home control capabilities through natural language, supporting devices like lights, climate systems, locks, alarms, and humidifiers. | ⭐ 0 | 2024-12-29T20:34:33Z  
**[Homeassistant Mcp (@hekmon8)](https://github.com/hekmon8/Homeassistant-server-mcp)** | Integrates with Home Assistant to enable control and monitoring of smart home devices via API calls for tasks like adjusting lighting, managing climate, and retrieving sensor data. | ⭐ 29 | 2025-03-17T07:34:28Z  
**[Homeassistant Mcp (@jango-blockchained)](https://github.com/jango-blockchained/homeassistant-mcp)** | A Node.js-based MCP server bridge enabling natural language control of smart home devices via Home Assistant. | ⭐ 8 | 2025-03-16T18:54:29Z  
**[Homeassistant Mcp (@tevonsb)](https://github.com/tevonsb/homeassistant-mcp)** | Connect to the Home Assistant platform, enabling smart home control. | ⭐ 108 | 2025-03-17T08:17:25Z  
**[Honeycomb Mcp (@honeycombio)](https://github.com/honeycombio/honeycomb-mcp)** | Server for interacting with Honeycomb observability data. This server enables LLMs like Claude to directly analyze and query your Honeycomb datasets. | ⭐ 5 | 2025-03-14T12:27:18Z  
**[Honk mcp (@mccartykim)](https://github.com/mccartykim/honk_mcp)** | Provides a simple text-to-speech interface for MacOS using the built-in 'say' command, enabling voice output for AI models. | ⭐ 0 | 2025-02-27T21:47:53Z  
**[Hoover (@cf-toolsuite)](https://github.com/cf-toolsuite/cf-kaizen/tree/HEAD/hoover)** | Registry and aggregator for Cloud Foundry. Queries for and aggregates cf-butler instances' data | ⭐ 1 | 2025-03-14T21:08:45Z  
**[Hotnews Server (@wopal-cn)](https://github.com/wopal-cn/mcp-hotnews-server)** | Aggregates real-time trending topics from major Chinese social platforms and news sites. | ⭐ 36 | 2025-03-17T11:00:14Z  
**[Hubspot (@baryhuang)](https://github.com/baryhuang/mcp-hubspot)** | Integrates with HubSpot CRM to enable AI-driven contact and company management, lead processing, and automated data analysis. | ⭐ 21 | 2025-03-14T17:53:22Z  
**[Hubspot (@buryhuang)](https://github.com/buryhuang/mcp-hubspot)** | A Model Context Protocol (MCP) server implementation for integrating AI models with HubSpot CRM data and operations via a standardized interface. | ⭐ 21 | 2025-03-14T17:53:22Z  
**[Human Loop (@boorich)](https://github.com/boorich/mcp-human-loop)** | An intelligent middleware that determines when human intervention is necessary in AI agent operations using a sequential scoring system that evaluates multiple dimensions of a request. | ⭐ 6 | 2025-03-15T00:08:28Z  
**[Huntress Server (@DynamicEndpoints)](https://github.com/DynamicEndpoints/huntress-mcp-server)** | MCP server for Huntress API integration | ⭐ 0 | 2024-12-18T19:39:30Z  
**[Hyperliquid (@mektigboy)](https://github.com/mektigboy/server-hyperliquid)** | An MCP server implementation that integrates with Hyperliquid exchange, providing access to crypto market data including mid prices, historical candles, and L2 order books. | ⭐ 5 | 2025-03-16T20:07:17Z  
**[Hypernym Server (@bmorphism)](https://github.com/bmorphism/hypernym-mcp-server)** | Provides semantic text analysis and compression tools for advanced content processing, enabling summarization, search optimization, and efficient storage while preserving core meaning. | ⭐ 2 | 2025-02-07T17:53:38Z  
**[Iac Memory Project (@AgentWong)](https://github.com/AgentWong/iac-memory-mcp-server-project)** | Enhances Claude AI with persistent memory storage for Infrastructure-as-Code components, supporting version tracking and relationship mapping for Terraform and Ansible resources. | ⭐ 4 | 2025-03-04T20:07:58Z  
**[Iac Memory Server (@AgentWong)](https://github.com/AgentWong/iac-memory-mcp-server)** | A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes with a custom URI scheme and simple resource handling. | ⭐ 0 | 2025-01-31T03:09:42Z  
**[Iacr Server (@doomdagadiggiedahdah)](https://github.com/doomdagadiggiedahdah/iacr-mcp-server)** | Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating the search and retrieval of cryptographic research papers and metadata via a secure interface. | ⭐ 2 | 2025-02-02T01:58:53Z  
**[Iaptic (@iaptic)](https://github.com/iaptic/mcp-server-iaptic)** | A server for interacting with the Iaptic API, allowing AI models like Claude to query customer, purchase, and transaction data, as well as retrieve statistical insights. | ⭐ 0 | 2025-03-02T14:23:43Z  
**[Ib Cache Server (@ibproduct)](https://github.com/ibproduct/ib-mcp-cache-server)** | A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage. | ⭐ 3 | 2025-03-13T03:08:21Z  
**[Ical (@Omar-V2)](https://github.com/Omar-V2/mcp-ical)** | Transforms macOS calendar management into a conversational experience using natural language, allowing users to create, manage, and update calendar events seamlessly through an MCP-compatible client. | ⭐ 16 | 2025-03-17T11:50:44Z  
**[Ida Server (@MxIris-Reverse-Engineering)](https://github.com/MxIris-Reverse-Engineering/ida-mcp-server)** | A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models. | ⭐ 7 | 2025-03-17T02:44:34Z  
**[Idb (@noahlozevski)](https://github.com/noahlozevski/mcp-idb)** | Integration between Model Context Protocol (MCP) and Facebook's iOS Development Bridge (idb), enabling automated iOS device management and test execution through natural language. | ⭐ 2 | 2025-03-17T09:49:15Z  
**[Ideagram Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/ideagram-mcp-server)** | A Model Context Protocol server that provides image generation capabilities using the Ideogram API, allowing users to create images from text prompts with customizable parameters. | ⭐ 3 | 2025-01-24T12:18:19Z  
**[Ietf (@tizee)](https://github.com/tizee/mcp-server-ietf)** | A Model Context Protocol server that enables Large Language Models to search and access IETF RFC documents with pagination support. | ⭐ 0 | 2025-03-06T12:25:30Z  
**[Illumio Server (@alexgoller)](https://github.com/alexgoller/illumio-mcp-server)** | Integrates with Illumio's Policy Compute Engine API to enable workload management, label operations, and traffic analysis for zero trust security environments. | ⭐ 0 | 2025-01-27T07:42:37Z  
**[Illustrator Server (@spencerhhubert)](https://github.com/spencerhhubert/illustrator-mcp-server)** | Integrates with Adobe Illustrator on MacOS using JavaScript and AppleScript to enable creation and manipulation of vector graphics for automated design tasks. | ⭐ 9 | 2025-03-17T14:08:45Z  
**[Image Downloader (@qpd-v)](https://github.com/qpd-v/mcp-image-downloader)** | Integrates image downloading and optimization tools for efficient retrieval, resizing, and format conversion of web images. | ⭐ 3 | 2025-02-26T03:56:25Z  
**[Image Gen (@sarthakkimtani)](https://github.com/sarthakkimtani/mcp-image-gen)** | Integrates with Together AI's Flux.1 Schnell model to generate images from text prompts for creative and visual design tasks. | ⭐ 8 | 2025-03-12T08:43:39Z  
**[Image Gen Server (@fengin)](https://github.com/fengin/image-gen-server)** | A MCP server that integrates with Cursor IDE to generate images based on text descriptions using JiMeng AI, allowing users to create and save custom images directly within their development environment. | ⭐ 61 | 2025-03-16T01:46:33Z  
**[Image Generation Cloudflare (@janwilmake)](https://github.com/janwilmake/image-generation-mcp-cloudflare)** | Integrates with Cloudflare's AI image generation capabilities, leveraging Workers for serverless deployment to enable on-demand image creation for content generation and visual design tasks. | ⭐ 2 | 2025-03-04T14:57:57Z  
**[Image Generation Mcp Server (@GongRzhe)](https://github.com/GongRzhe/Image-Generation-MCP-Server)** | This MCP server provides image generation capabilities using the Replicate Flux model. | ⭐ 4 | 2025-03-16T20:22:59Z  
**[Image Generator Server (@sammyl720)](https://github.com/sammyl720/image-generator-mcp-server)** | A TypeScript-based MCP server that generates images using OpenAI's dall-e-3 model based on text prompts and saves them to a specified directory. | ⭐ 6 | 2025-03-14T05:01:20Z  
**[Image Placeholder (@husniadil)](https://github.com/husniadil/mcp-image-placeholder)** | Generates customizable placeholder images from placehold.co and Lorem Picsum for rapid development and UI testing. | ⭐ 6 | 2025-03-01T10:07:08Z  
**[Image Tools Mcp (@kshern)](https://github.com/kshern/image-tools-mcp)** | Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi | ⭐ 1 | 2025-03-17T09:45:53Z  
**[Imagegen (@GMKR)](https://github.com/GMKR/mcp-imagegen)** | Generates and returns and image using Together.ai | ⭐ 1 | 2025-03-16T15:57:06Z  
**[Imessage (@shirhatti)](https://github.com/shirhatti/mcp-server-imessage)** | Integrates with Apple's iMessage platform to enable sending and receiving messages. | ⭐ 2 | 2025-03-13T02:31:13Z  
**[Imessage (@tchbw)](https://github.com/tchbw/mcp-imessage)** | Enables iMessage interaction on macOS for read/send capabilities. | ⭐ 1 | 2025-02-11T19:07:25Z  
**[Imessage Query Fastserver (@hannesrudolph)](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server)** | An MCP server that provides safe access to your iMessage database through MCP, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling | ⭐ 23 | 2025-03-13T22:23:32Z  
**[Imessage Server (@marissamarym)](https://github.com/marissamarym/imessage-mcp-server)** | Integrates with Apple's iMessage and Contacts services to enable messaging and contact management operations for automated communication workflows on Apple platforms. | ⭐ 1 | 2025-01-17T18:15:31Z  
**[Imf Data Mcp (@c-cf)](https://github.com/c-cf/imf-data-mcp)** | The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities: | ⭐ 0 | 2025-03-17T05:28:52Z  
**[Inception (@tanevanwifferen)](https://github.com/tanevanwifferen/mcp-inception)** | Enables MCP clients communicating with other MCP clients through this MCP server. | ⭐ 13 | 2025-03-14T18:15:36Z  
**[Influxdb Server (@idoru)](https://github.com/idoru/influxdb-mcp-server)** | Run queries against InfluxDB OSS API v2. | ⭐ 0 | 2025-03-11T19:11:12Z  
**[Inked (@frgmt0)](https://github.com/frgmt0/mcp-inked)** | Provides tools for managing and generating long-form content through conversation-based drafting and revision workflows, enabling efficient development of novels, reports, and other extensive documents. | ⭐ 2 | 2025-02-07T18:03:04Z  
**[Inoyu Unomi Server (@sergehuber)](https://github.com/sergehuber/inoyu-mcp-unomi-server)** | Maintain persistent user profiles and context across conversations. | ⭐ 4 | 2025-03-07T09:12:02Z  
**[Instagram Next Mcp (@duhlink)](https://github.com/duhlink/instagram-server-next-mcp)** | A server that allows fetching Instagram posts using Chrome's existing login session via Model Context Protocol (MCP). | ⭐ 2 | 2025-03-08T10:00:11Z  
**[Installer (@anaisbetts)](https://github.com/anaisbetts/mcp-installer)** | This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively. | ⭐ 556 | 2025-03-17T13:19:07Z  
**[Intercom (@fabian1710)](https://github.com/fabian1710/mcp-intercom)** | Integrates with Intercom to provide filtered access to conversations and chats, enabling detailed analysis of customer interactions and support trends. | ⭐ 2 | 2025-03-11T16:11:27Z  
**[Ip Geolocator (@tedlikeskix)](https://github.com/tedlikeskix/mcp-ip-geolocator)** | Provides IP geolocation services using IP-API.com without requiring an API key, enabling users to obtain detailed location and network information for any IP address in a clean, formatted output. | ⭐ 0 | 2025-01-31T05:29:21Z  
**[Ipinfo (@briandconnelly)](https://github.com/briandconnelly/mcp-server-ipinfo)** | Integrates with ipinfo.io API to provide IP geolocation services, enabling location-based insights and network analysis. | ⭐ 4 | 2025-03-17T12:32:44Z  
**[Isitdown (@hesreallyhim)](https://github.com/hesreallyhim/mcp-server-isitdown)** | An MCP server that allows users to check if a website is experiencing downtime by querying isitdownrightnow.com, providing status information and details about recent downtime events. | ⭐ 0 | 2025-03-11T08:05:05Z  
**[Isoplanner Server (@ivarvd-hldng)](https://github.com/ivarvd-hldng/isoplanner-mcp-server)** | Integrates with the ISOPlanner API to enable retrieval of planning data and management of ISO-related tasks for compliance and process management workflows. | ⭐ 0 | 2024-12-10T20:53:47Z  
**[Iterm Mcp (@ferrislucas)](https://github.com/ferrislucas/iterm-mcp)** | This MCP server enables users to execute shell commands in the current iTerm2 session through integration with Claude Desktop, facilitating seamless command execution via the Model Context Protocol. | ⭐ 133 | 2025-03-17T13:27:06Z  
**[Javascript (@IBM)](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** | Tool platform by IBM to build, test and deploy tools for any data source | ⭐ 53 | 2025-03-17T09:42:36Z  
**[Jdbc (@quarkiverse)](https://github.com/quarkiverse/quarkus-mcp-servers/tree/HEAD/jdbc)** | Enables interaction with databases via JDBC connections, supporting querying, modification, and exploration of various database types without direct infrastructure access. | ⭐ 38 | 2025-03-16T16:57:50Z  
**[Jdbc (@quarkiverse)](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** | Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). | ⭐ 38 | 2025-03-16T16:57:50Z  
**[Jenkins Mcp (@hekmon8)](https://github.com/hekmon8/Jenkins-server-mcp)** | A Model Context Protocol server that enables AI assistants to interact with Jenkins CI/CD servers, providing tools to check build statuses, trigger builds, and retrieve build logs. | ⭐ 0 | 2024-12-21T15:50:09Z  
**[Jenkins Mcp (@kjozsa)](https://github.com/kjozsa/jenkins-mcp)** | Integrates with Jenkins CI/CD operations, enabling job listing, build triggering, and status checking for streamlined DevOps automation and pipeline management. | ⭐ 4 | 2025-03-10T05:56:03Z  
**[Jessica (@georgi-io)](https://github.com/georgi-io/jessica)** | Integrates ElevenLabs' text-to-speech capabilities for high-quality, customizable voice output in interactions, featuring voice selection and model choice. | ⭐ 1 | 2025-03-17T14:04:31Z  
**[Jetbrains (@JetBrains)](https://github.com/JetBrains/mcp-jetbrains)** | The server proxies requests from client to JetBrains IDE. | ⭐ 205 | 2025-03-17T09:39:44Z  
**[Jina Ai (@joeBlockchain)](https://github.com/joeBlockchain/mcp-jina-ai)** | Jina AI MCP Server provides tools for web page reading, web search, and fact-checking via Jina AI's APIs, designed for integration with Claude Desktop. | ⭐ 7 | 2025-02-24T13:04:21Z  
**[Jina Ai (@JoeBuildsStuff)](https://github.com/JoeBuildsStuff/mcp-jina-ai)** | An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude. | ⭐ 7 | 2025-02-24T13:04:21Z  
**[Jina Ai Multimodal Search (@Sheshiyer)](https://github.com/Sheshiyer/jina-ai-mcp-multimodal-search)** | Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities. | ⭐ 1 | 2025-02-16T19:18:23Z  
**[Jina Reader (@wong2)](https://github.com/wong2/mcp-jina-reader)** | Convert web content to readable Markdown format. | ⭐ 30 | 2025-03-11T08:19:13Z  
**[Jinaai Grounding (@spences10)](https://github.com/spences10/mcp-jinaai-grounding)** | Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web content grounding and analysis, enhancing LLM responses with precise, verified information. | ⭐ 2 | 2025-03-12T12:20:53Z  
**[Jinaai Reader (@spences10)](https://github.com/spences10/mcp-jinaai-reader)** | Integrates Jina.ai's Reader API with LLMs for efficient and structured web content extraction, optimized for documentation and web content analysis. | ⭐ 17 | 2025-03-16T05:35:44Z  
**[Jinaai Search (@spences10)](https://github.com/spences10/mcp-jinaai-search)** | Integrates JinaAI's search capabilities for web content discovery, information retrieval, and data extraction | ⭐ 3 | 2025-03-12T12:19:54Z  
**[Jira (@uddeshya-23)](https://github.com/uddeshya-23/mcp-server-JIRA)** | Enables AI models to interact with Jira using a standardized protocol, offering full Jira REST API integration with features like optimal performance through connection pooling, error handling, and request monitoring. | ⭐ 2 | 2025-02-28T00:46:14Z  
**[Jira (@vurtnec)](https://github.com/vurtnec/mcp-jira)** | MCP to Connect JIRA by NodeJs | ⭐ 2 | 2025-02-05T06:59:41Z  
**[Jira (@Warzuponus)](https://github.com/Warzuponus/mcp-jira)** | Enables interaction with JIRA tasks and workflows for automated project management and intelligent task tracking. | ⭐ 6 | 2025-02-19T12:17:19Z  
**[Jira Context Mcp (@rahulthedevil)](https://github.com/rahulthedevil/Jira-Context-MCP)** | MCP server to provide Jira Tickets information to AI coding agents like Cursor | ⭐ 4 | 2025-03-17T01:31:36Z  
**[Jira Mcp (@CamdenClark)](https://github.com/CamdenClark/jira-mcp)** | Provides capabilities for searching Jira issues using JQL and retrieving detailed issue information. | ⭐ 16 | 2025-03-17T08:06:10Z  
**[Jira Mcp (@cosmix)](https://github.com/cosmix/jira-mcp)** | Provides an interface to access and manage JIRA data through the Model Context Protocol, offering features like relationship tracking, data cleaning, and contextual insights for AI applications. | ⭐ 7 | 2025-03-16T20:03:42Z  
**[Jira Mcp Server (@George5562)](https://github.com/George5562/Jira-MCP-Server)** | Integrates Jira's project management capabilities with AI systems to automate tasks, track progress, and streamline development workflows. | ⭐ 23 | 2025-03-16T20:38:29Z  
**[Jira Python (@Kallows)](https://github.com/Kallows/mcp-jira-python)** | A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs. | ⭐ 2 | 2025-03-03T12:09:31Z  
**[Jira Server (@1broseidon)](https://github.com/1broseidon/mcp-jira-server)** | Integrates with Jira's REST API to enable issue management, task creation, and project tracking capabilities. | ⭐ 6 | 2025-02-27T19:35:03Z  
**[Jira Server (@blue7wings)](https://github.com/blue7wings/jira-mcp-server)** | Integrates with JIRA to retrieve issue descriptions and custom field data for use with language models | ⭐ 0 | 2025-03-09T10:36:54Z  
**[Jira Server (@KS-GEN-AI)](https://github.com/KS-GEN-AI/jira-mcp-server)** | A TypeScript-based server that enables interaction with Jira, providing tools to execute JQL queries, manage tickets, list projects and statuses through natural language. | ⭐ 8 | 2025-03-16T02:05:20Z  
**[Journaling mcp (@mtct)](https://github.com/mtct/journaling_mcp)** | The MCP server transforms chats with Claude into journaling sessions, saving conversations locally and allowing the LLM to retrieve previous sessions to create continuity in discussions about daily activities. | ⭐ 2 | 2025-03-07T18:26:21Z  
**[Js (@e2b-dev)](https://github.com/e2b-dev/mcp-server/tree/HEAD/packages/js)** | Execute code securely in cloud sandboxes. | ⭐ 133 | 2025-03-17T03:48:33Z  
**[Js Sandbox Server (@garc33)](https://github.com/garc33/js-sandbox-mcp-server)** | Provides a secure, isolated JavaScript execution environment with configurable time and memory limits for safely running code from Claude. | ⭐ 0 | 2025-01-18T17:39:13Z  
**[Json Db Collection Server (@jimpick)](https://github.com/jimpick/mcp-json-db-collection-server)** | A Model Context Protocol server that allows creation and management of multiple Fireproof JSON databases with CRUD operations, querying capabilities, and cloud synchronization for sharing databases with others. | ⭐ 0 | 2024-12-30T03:03:47Z  
**[Json Mcp Server (@GongRzhe)](https://github.com/GongRzhe/JSON-MCP-Server)** | A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data. | ⭐ 14 | 2025-03-16T20:05:13Z  
**[Json Schema Mcp (@jaho5)](https://github.com/jaho5/json-schema-mcp)** | Manages JSON schemas and generates instances with custom properties, enabling applications to maintain consistent data structures and create template-based JSON documents | ⭐ 0 | 2025-03-09T07:28:30Z  
**[Juliadoc Mcp (@jonathanfischer97)](https://github.com/jonathanfischer97/juliadoc-mcp)** | Integrates Julia documentation and source code retrieval for quick reference and exploration within AI workflows. | ⭐ 2 | 2025-01-29T10:29:42Z  
**[Jupiter (@dcSpark)](https://github.com/dcSpark/mcp-server-jupiter)** | Integrates with Jupiter's swap API on the Solana blockchain, enabling operations like getting quotes, building swap transactions, and sending swap transactions for decentralized exchange functionality. | ⭐ 0 | 2025-03-10T21:20:20Z  
**[Jupyter mcp server (@bitrsky)](https://github.com/bitrsky/jupyter_mcp_server)** | Provides a bridge between Jupyter notebooks and AI systems, enabling code execution, markdown creation, and Earth data interaction through specialized tools and kernel manipulation. | ⭐ 0 | 2025-03-13T10:31:35Z  
**[Jupyter Server (@datalayer)](https://github.com/datalayer/jupyter-mcp-server)** | Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments. | ⭐ 17 | 2025-03-16T04:53:13Z  
**[Jvm Server (@xzq-xu)](https://github.com/xzq-xu/jvm-mcp-server)** | A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics. | ⭐ 27 | 2025-03-17T13:11:09Z  
**[K8s Go (@strowk)](https://github.com/strowk/mcp-k8s-go)** | This project is intended as a both MCP server connecting to Kubernetes and a library to build more servers for any custom resources in Kubernetes. | ⭐ 102 | 2025-03-17T09:24:17Z  
**[K8s Interactive Mcp (@TaichiHo)](https://github.com/TaichiHo/k8s-interactive-mcp)** | Integrates with Kubernetes to enable natural language-based cluster management and command execution for streamlined DevOps workflows. | ⭐ 2 | 2024-12-19T08:08:09Z  
**[K8s Mcp (@vlttnv)](https://github.com/vlttnv/k8s-mcp)** | A read-only MCP server for Kubernetes that allows querying cluster information and diagnosing issues through natural language interfaces like Claude. | ⭐ 1 | 2025-03-16T17:46:34Z  
**[K8s Server (@abhijeetka)](https://github.com/abhijeetka/mcp-k8s-server)** | Bridges natural language interactions with Kubernetes clusters by wrapping kubectl commands, enabling conversational management of pods, deployments, contexts, and troubleshooting without requiring exact syntax knowledge. | ⭐ 0 | 2025-03-16T10:19:08Z  
**[Kafka mcp server (@pavanjava)](https://github.com/pavanjava/kafka_mcp_server)** | Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications. | ⭐ 3 | 2025-03-17T13:24:49Z  
**[Kagi Search Mcp (@apridachin)](https://github.com/apridachin/kagi-search-mcp)** | Integrates Kagi search API to provide web search, news retrieval, and fast GPT-powered question answering for up-to-date information access and content enrichment. | ⭐ 2 | 2025-02-21T04:51:08Z  
**[Kagimcp (@kagisearch)](https://github.com/kagisearch/kagimcp)** | An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information. | ⭐ 38 | 2025-03-17T12:33:50Z  
**[Kb Server (@Geeksfino)](https://github.com/Geeksfino/kb-mcp-server)** | An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded | ⭐ 12 | 2025-03-16T18:20:58Z  
**[Keboola Server (@keboola)](https://github.com/keboola/keboola-mcp-server)** | Integrates with Keboola Connection to enable data exploration, project management, and automated reporting tasks using simplified Storage API interactions. | ⭐ 5 | 2025-03-07T15:29:54Z  
**[Keycloak Model Context Protocol (@ChristophEnglisch)](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** | A Model Context Protocol server that provides tools to manage Keycloak users and realms, allowing you to create and delete users, list available realms, and view users in specific realms. | ⭐ 10 | 2025-03-16T10:55:36Z  
**[Kibela Server (@kiwamizamurai)](https://github.com/kiwamizamurai/mcp-kibela-server)** | Enables integration with Kibela API for searching and retrieving notes, allowing LLMs to interact with Kibela content seamlessly. | ⭐ 1 | 2025-02-11T10:26:41Z  
**[Kintone (@macrat)](https://github.com/macrat/mcp-server-kintone)** | Allows you to explore and manipulate kintone data using AI tools such as Claude Desktop! | ⭐ 3 | 2025-03-09T07:43:32Z  
**[Kintone Server (@r3-yamauchi)](https://github.com/r3-yamauchi/kintone-mcp-server)** | Integrates with Kintone's low-code platform API, enabling data retrieval, record creation, and workflow automation in Kintone applications. | ⭐ 2 | 2025-03-17T13:33:59Z  
**[Kite Server (@rhnvrm)](https://github.com/rhnvrm/kite-mcp-server)** | Integrates with Zerodha Kite trading platform to enable algorithmic trading and portfolio management for Indian stock markets. | ⭐ 1 | 2025-02-28T06:48:45Z  
**[Klaudium (@MilosBastaja)](https://github.com/MilosBastaja/mcp-klaudium)** | Manages knowledge graphs with dynamic compression and intelligent querying capabilities for efficient information retrieval and reasoning. | ⭐ 1 | 2025-02-07T18:07:58Z  
**[Knowledge Base Server (@jeanibarz)](https://github.com/jeanibarz/knowledge-base-mcp-server)** | Provides tools for listing and retrieving content from different knowledge bases using semantic search capabilities. | ⭐ 5 | 2025-03-17T02:20:43Z  
**[Knowledge Graph (@shaneholloman)](https://github.com/shaneholloman/mcp-knowledge-graph)** | Enables persistent memory and structured knowledge management for enhanced personalization and context retention in natural language interactions through a local graph database. | ⭐ 85 | 2025-03-16T16:54:18Z  
**[Koboldcpp Mcp Server (@PhialsBasement)](https://github.com/PhialsBasement/KoboldCPP-MCP-Server)** | A server enabling integration between KoboldAI's text generation capabilities and MCP-compatible applications, with features like chat completion, Stable Diffusion, and OpenAI-compatible API endpoints. | ⭐ 1 | 2025-03-07T09:00:15Z  
**[Kokoro Tts Mcp (@giannisanni)](https://github.com/giannisanni/kokoro-tts-mcp)** | Integrates with the Kokoro TTS engine to provide customizable text-to-speech capabilities, supporting cross-platform audio playback and file output for applications requiring high-quality speech synthesis. | ⭐ 1 | 2025-03-14T07:59:36Z  
**[Kospi Kosdaq Stock Server (@dragon1086)](https://github.com/dragon1086/kospi-kosdaq-stock-server)** | Integrates with pykrx to provide real-time access to KOSPI and KOSDAQ stock market data, offering tools for retrieving ticker symbols, OHLCV data, market capitalization, fundamental metrics, and trading volumes. | ⭐ 12 | 2025-03-17T12:46:17Z  
**[Kube Mcp (@lochgeo)](https://github.com/lochgeo/kube-mcp)** | Integrates with Kubernetes clusters to enable direct pod, deployment, and service management operations through specialized FastMCP tools, eliminating the need to switch between AI conversations and command-line interfaces for DevOps workflows. | ⭐ 0 | 2025-03-17T03:26:51Z  
**[Kubernetes (@Flux159)](https://github.com/Flux159/mcp-server-kubernetes)** | TypeScript implementation of Kubernetes cluster operations for pods, deployments, services. | ⭐ 116 | 2025-03-17T08:53:40Z  
**[Kubernetes Server (@manusa)](https://github.com/manusa/kubernetes-mcp-server)** | A powerful and flexible Kubernetes MCP server implementation with support for OpenShift. | ⭐ 21 | 2025-03-16T13:54:11Z  
**[Kusto (@ZZZHDW)](https://github.com/ZZZHDW/mcp-server-kusto)** | An MCP server that provides access to Azure Data Explorer (ADX) clusters, allowing users to list tables, execute queries, and retrieve schema information. | ⭐ 0 | 2024-12-12T13:31:56Z  
**[Kyc (@SetuHQ)](https://github.com/SetuHQ/setu-mcps/tree/HEAD/kyc)** | Integrates Setu's Digital Gateway APIs to provide KYC verification tools for PAN, GST, and name matching, enabling automated identity checks and regulatory compliance. | ⭐ 1 | 2025-02-08T13:23:12Z  
**[Lance Mcp (@adiom-data)](https://github.com/adiom-data/lance-mcp)** | Integrates with LanceDB to enable natural language querying, insertion, and management of vector data for efficient similarity search and semantic analysis. | ⭐ 31 | 2025-03-14T23:08:27Z  
**[Lancedb mcp (@RyanLisse)](https://github.com/RyanLisse/lancedb_mcp)** | Integrates with LanceDB vector database to enable efficient storage, retrieval, and similarity search of vector embeddings with associated metadata for semantic search and recommendation systems. | ⭐ 3 | 2025-01-09T03:04:23Z  
**[Langchain Mcp (@rectalogic)](https://github.com/rectalogic/langchain-mcp)** | Use MCP tools within LangChain-powered applications. | ⭐ 142 | 2025-03-17T09:24:16Z  
**[Langchain Ts Client (@isaacwasserman)](https://github.com/isaacwasserman/mcp-langchain-ts-client)** | Enable LangChain workflows for your MCP client. | ⭐ 20 | 2025-03-13T23:55:10Z  
**[Langflow Doc Qa Server (@GongRzhe)](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** | A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. | ⭐ 1 | 2025-03-15T18:27:26Z  
**[Langfuse (@langfuse)](https://github.com/langfuse/mcp-server-langfuse)** | Facilitates access and management of Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and integration within clients like Claude Desktop and Cursor. | ⭐ 24 | 2025-03-17T01:59:54Z  
**[Language Mcp (@alexwohletz)](https://github.com/alexwohletz/language-server-mcp)** | TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics. | ⭐ 11 | 2025-02-28T20:36:26Z  
**[Language Server (@isaacphi)](https://github.com/isaacphi/mcp-language-server)** | Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references. | ⭐ 64 | 2025-03-17T12:13:29Z  
**[Laravel Mcp (@jsonallen)](https://github.com/jsonallen/laravel-mcp)** | A collection of Laravel helper tools for integration with Cursor IDE, providing features like log viewing, error searching, artisan command execution, and model information display directly within the editor. | ⭐ 1 | 2025-03-15T06:10:38Z  
**[Ledger (@minhyeoky)](https://github.com/minhyeoky/mcp-server-ledger)** | Integrates with Ledger CLI to enable natural language queries for financial data analysis, report generation, and budget tracking through nine structured tools that map directly to Ledger commands. | ⭐ 1 | 2025-03-16T10:07:11Z  
**[Ledger Server (@mprokopov)](https://github.com/mprokopov/ledger-mcp-server)** | Access and managing ledger files. | ⭐ 1 | 2025-03-07T15:04:24Z  
**[Letta Mcp Server (@oculairmedia)](https://github.com/oculairmedia/Letta-MCP-server)** | Integrates with the Letta API to enable creation and management of agents, memory blocks, and tools for advanced AI-based interactions and memory management | ⭐ 3 | 2025-03-15T16:25:39Z  
**[Libsql (@nicholasq)](https://github.com/nicholasq/mcp-server-libsql)** | Integrates with LibSQL databases to enable schema retrieval and table querying for real-time data access and analysis. | ⭐ 2 | 2025-01-21T05:37:47Z  
**[Lichess Mcp (@karayaman)](https://github.com/karayaman/lichess-mcp)** | An MCP server that enables natural language interaction with the Lichess chess platform, allowing users to play games, analyze positions, manage their account, and participate in tournaments through Claude. | ⭐ 0 | 2025-03-11T05:56:26Z  
**[Lightdash Server (@syucream)](https://github.com/syucream/lightdash-mcp-server)** | MCP-compatible server that enables AI assistants to interact with Lightdash analytics data, providing tools to list and retrieve projects, spaces, charts, dashboards, and metrics through a standardized interface. | ⭐ 7 | 2025-03-14T16:41:57Z  
**[Lighthouse (@l3wi)](https://github.com/l3wi/mcp-lighthouse)** | Integrates with Lighthouse.one cryptocurrency portfolio tracker to fetch and display detailed portfolio data including total value, asset allocations, and major holdings through secure token-based authentication. | ⭐ 1 | 2025-03-09T17:04:26Z  
**[Lightning Mcp (@AbdelStark)](https://github.com/AbdelStark/lightning-mcp)** | Enables AI models to interact with the Lightning Network by providing an MCP-compliant API to pay invoices. | ⭐ 3 | 2025-03-01T08:19:43Z  
**[Lightning Tools Server (@getAlby)](https://github.com/getAlby/lightning-tools-mcp-server)** | Integrates with the Bitcoin Lightning Network to enable cryptocurrency payment capabilities and lightning address interactions for conversational workflows. | ⭐ 0 | 2025-03-14T10:07:30Z  
**[Linear (@floodfx)](https://github.com/floodfx/mcp-server-linear)** | An MCP server that provides tools for interacting with Linear issue tracking system, currently supporting issue search with plans to expand to issue creation, updates, comments, and project management. | ⭐ 1 | 2025-03-07T23:41:12Z  
**[Linear (@shannonlal)](https://github.com/shannonlal/mcp-linear)** | Integrates Linear project management with MCP to enable task creation, updates, and queries for automated workflow management. | ⭐ 1 | 2025-01-03T00:18:09Z  
**[Linear (@teamcurri)](https://github.com/teamcurri/mcp-linear)** | Enables interaction with Curri's API by managing text notes, offering tools for note creation, and generating summaries using structured prompts. | ⭐ 0 | 2025-02-18T19:41:18Z  
**[Linear Go (@geropl)](https://github.com/geropl/linear-mcp-go)** | Integrates with Linear's issue tracking system, enabling creation, updating, and searching of issues, as well as managing comments and user assignments for project management tasks. | ⭐ 1 | 2025-03-13T08:16:22Z  
**[Linear Mcp (@cosmix)](https://github.com/cosmix/linear-mcp)** | Provides a Model Context Protocol interface for accessing Linear's issue tracking system, enabling users to query and search issues with TypeScript type safety and robust error handling. | ⭐ 14 | 2025-03-15T10:57:42Z  
**[Linear Mcp (@ibraheem4)](https://github.com/ibraheem4/linear-mcp)** | Enables AI agents to manage issues, projects, and teams on the Linear platform programmatically. | ⭐ 21 | 2025-03-14T23:09:14Z  
**[Linear Mcp (@tiovikram)](https://github.com/tiovikram/linear-mcp)** | Enables interaction with Linear's API for managing issues, teams, and projects programmatically through the Model Context Protocol. | ⭐ 0 | 2025-03-05T01:00:27Z  
**[Linear Mcp (@vinayak-mehta)](https://github.com/vinayak-mehta/linear-mcp)** | A Model Context Protocol server that integrates with Linear, enabling AI assistants to create, update, search, and comment on issues for project management and issue tracking. | ⭐ 5 | 2025-03-10T21:24:33Z  
**[Linear Server (@cpropster)](https://github.com/cpropster/linear-mcp-server)** | A Model Context Protocol server that allows Claude to interact with Linear's API for managing teams, issues, projects, and cycles. | ⭐ 1 | 2025-03-12T15:03:38Z  
**[Linear Server (@Iwark)](https://github.com/Iwark/linear-mcp-server)** | Integrates with Linear's issue tracking system to enable efficient creation, searching, and analysis of project tasks and issues | ⭐ 1 | 2025-03-06T01:33:50Z  
**[Linear Server (@jerhadf)](https://github.com/jerhadf/linear-mcp-server)** | Track and manage issues via Linear's project management API. | ⭐ 164 | 2025-03-17T07:08:17Z  
**[Linear Server (@samcfinan)](https://github.com/samcfinan/linear-mcp-server)** | Integrates with Linear's project management API to enable creation, viewing, updating, and management of projects, initiatives, and issues for holistic workflow support. | ⭐ 4 | 2025-03-16T06:38:53Z  
**[Linkedin (@adhikasp)](https://github.com/adhikasp/mcp-linkedin)** | Integrates with an unofficial LinkedIn API to retrieve feed posts, search jobs, and analyze job matches against resumes. | ⭐ 21 | 2025-03-12T13:59:09Z  
**[Linkedin Mcp (@Hritik003)](https://github.com/Hritik003/linkedin-mcp)** | A Model Context Protocol server that enables seamless interaction with LinkedIn for job applications, profile retrieval, feed browsing, and resume analysis through natural language commands. | ⭐ 3 | 2025-03-12T00:43:31Z  
**[Linkedin Server (@alinaqi)](https://github.com/alinaqi/mcp-linkedin-server)** | A FastMCP-based server that enables programmatic LinkedIn automation and data extraction through browser automation, offering secure authentication and tools for profile operations and post interactions while respecting LinkedIn's rate limits. | ⭐ 5 | 2025-03-14T06:00:37Z  
**[Litellm (@itsDarianNgo)](https://github.com/itsDarianNgo/mcp-server-litellm)** | Integrates with LiteLLM to provide access to OpenAI language models for text completion and generation tasks across various applications. | ⭐ 2 | 2025-03-06T02:55:02Z  
**[Literature Memory Fastmcp (@YUZongmin)](https://github.com/YUZongmin/literature-memory-server-fastmcp-mcp)** | Integrates academic literature management with knowledge graphs to enable efficient source analysis, note-taking, and entity linking across diverse academic materials. | ⭐ 1 | 2025-02-07T18:08:40Z  
**[Live Events (@mmmaaatttttt)](https://github.com/mmmaaatttttt/mcp-live-events)** | This server integrates with the Ticketmaster API to provide AI agents with real-time concert and event data, enabling dynamic fetching and formatting for ease of interpretation. | ⭐ 0 | 2025-02-10T03:03:26Z  
**[Livecode Mcp (@namin)](https://github.com/namin/livecode-mcp)** | Executes code snippets from GitHub repositories on io.livecode.ch's backend, enabling live code execution across various languages and frameworks without local setup. | ⭐ 0 | 2025-01-23T03:55:01Z  
**[Llamacloud (@run-llama)](https://github.com/run-llama/mcp-server-llamacloud)** | Query managed vector indexes for knowledge retrieval. | ⭐ 40 | 2025-03-17T06:06:19Z  
**[Llm (@sammcj)](https://github.com/sammcj/mcp-llm)** | Integrates with LlamaIndexTS to provide access to various LLM providers for code generation, documentation writing, and question answering tasks | ⭐ 9 | 2025-03-16T08:48:03Z  
**[Llm Context.py (@cyberchitta)](https://github.com/cyberchitta/llm-context.py)** | Streamlines code context sharing with LLMs by implementing smart file selection, code outlining, and multi-language support for efficient code reviews and documentation generation. | ⭐ 136 | 2025-03-17T04:24:19Z  
**[Llm Txt (@mcp-get)](https://github.com/mcp-get/community-servers/tree/HEAD/src/server-llm-txt)** | Access up-to-date API documentation efficiently. | ⭐ 26 | 2025-03-14T22:25:52Z  
**[Llmling (@phil65)](https://github.com/phil65/mcp-server-llmling)** | Provides a YAML-based configuration system for LLM applications, enabling declarative setup of custom environments with resource management, tool execution, and prompt handling capabilities. | ⭐ 4 | 2025-02-28T21:54:09Z  
**[Llms Txt Explorer (@thedaviddias)](https://github.com/thedaviddias/mcp-llms-txt-explorer)** | A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites. | ⭐ 5 | 2025-03-14T04:25:27Z  
**[Local Dev (@txbm)](https://github.com/txbm/mcp-local-dev)** | Creates sandboxed local dev environments directly from GitHub; run tests, report coverage and more. | ⭐ 21 | 2025-03-05T20:11:11Z  
**[Local Git Server (@okdshin)](https://github.com/okdshin/local-git-mcp-server)** | Lightweight Git repository management server for local operations using GitPython and Pydantic | ⭐ 0 | 2025-01-06T13:48:59Z  
**[Local Rag (@nkapila6)](https://github.com/nkapila6/mcp-local-rag)** | "primitive" RAG-like web search model context protocol server that runs locally. no APIs | ⭐ 1 | 2025-03-14T05:36:10Z  
**[Local Server (@DMontgomery40)](https://github.com/DMontgomery40/mcp-local-server)** | A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports. | ⭐ 3 | 2024-12-15T21:16:17Z  
**[Local Web Search (@FradSer)](https://github.com/FradSer/mcp-server-local-web-search)** | Integrates with a headless browser to perform Google searches and extract web content, enabling local web search capabilities for up-to-date information retrieval and research tasks. | ⭐ 5 | 2025-03-14T02:02:50Z  
**[Localutils Server (@arjshiv)](https://github.com/arjshiv/localutils-mcp-server)** | Provides access to system utilities for retrieving local information including time, hostname, IP address, directory listings, Node.js version, and port process checks | ⭐ 2 | 2025-03-11T22:26:53Z  
**[Location (@alexandreroman)](https://github.com/alexandreroman/mcp-location)** | Integrates with geolocation APIs to provide location-based functionality, enabling personalized recommendations and localized content delivery based on user IP addresses. | ⭐ 0 | 2025-02-25T18:22:28Z  
**[Logic (@angrysky56)](https://github.com/angrysky56/mcp-logic)** | Integrates Prover9/Mace4 for automated reasoning, theorem proving, and logical analysis. | ⭐ 14 | 2025-03-15T09:07:05Z  
**[Logseq Mcp (@dailydaniel)](https://github.com/dailydaniel/logseq-mcp)** | Integrates with LogSeq API to enable automated note-taking, knowledge graph analysis, and workflow automation for developers and knowledge workers. | ⭐ 8 | 2025-03-10T09:29:30Z  
**[Logseq Server (@ergut)](https://github.com/ergut/mcp-logseq-server)** | Integrates with LogSeq API to enable automated note-taking, content searching, and knowledge management tasks. | ⭐ 25 | 2025-03-15T14:33:06Z  
**[Logseq Tools (@joelhooks)](https://github.com/joelhooks/logseq-mcp-tools)** | A Model Context Protocol server that provides AI assistants with structured access to your Logseq knowledge graph, enabling retrieval, searching, analysis, and creation of content within your personal knowledge base. | ⭐ 7 | 2025-03-14T17:04:25Z  
**[Lokka (@merill)](https://github.com/merill/lokka)** | Lokka ia an MCP server for the Microsoft Graph API and can be used to query and update all resources in your Microsoft 365 tenant. This MCP server supports all Microsoft Graph APIs including update operations (limited by the permissions you grant to the app). | ⭐ 1 | 2025-03-17T07:29:51Z  
**[Loot Mcp (@cpage-pivotal)](https://github.com/cpage-pivotal/loot-mcp)** | Integrates Spring AI components with AI models to enable natural language processing, machine learning, and data analysis within Spring-based applications. | ⭐ 0 | 2025-02-22T14:33:35Z  
**[Loxo Server (@tbensonwest)](https://github.com/tbensonwest/loxo-mcp-server)** | Integrates with Loxo's recruitment platform API to streamline hiring processes through automated candidate tracking, job matching, and task management. | ⭐ 0 | 2025-01-08T16:17:39Z  
**[Lsd Mcp (@lsd-so)](https://github.com/lsd-so/lsd-mcp)** | Enables querqying and analyzing web content using LSD SQL, a DSL for extracting structured data from websites in real-time. | ⭐ 60 | 2025-03-12T09:01:15Z  
**[Luma Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/luma-mcp-server)** | Integrates with Luma AI's API to enable AI-driven video generation based on textual descriptions or parameters. | ⭐ 2 | 2024-12-27T02:44:57Z  
**[Lumbretravel Mcp (@lumile)](https://github.com/lumile/lumbretravel-mcp)** | Integrates with the Argentinian LumbreTravel API to manage travel programs, activities, and bookings for efficient itinerary planning and service coordination. | ⭐ 1 | 2025-02-26T19:29:57Z  
**[Lunchmoney Server (@leafeye)](https://github.com/leafeye/lunchmoney-mcp-server)** | Integrates with the Lunchmoney personal finance API to enable transaction retrieval, spending analysis, and budget summaries for enhanced financial management. | ⭐ 2 | 2025-03-09T03:01:36Z  
**[Mac Apps Launcher (@JoshuaRileyDev)](https://github.com/JoshuaRileyDev/mac-apps-launcher)** | An MCP server to list and launch applications on MacOS | ⭐ 2 | 2025-02-23T03:04:44Z  
**[Mac messages mcp (@carterlasalle)](https://github.com/carterlasalle/mac_messages_mcp)** | A Python bridge for interacting with the macOS Messages app using MCP (Multiple Context Protocol). Simple install using uvx mac-messages-mcp | ⭐ 7 | 2025-03-16T22:35:13Z  
**[Mac Shell Mcp (@cfdude)](https://github.com/cfdude/mac-shell-mcp)** | Enables secure execution of macOS terminal commands through a ZSH shell with a whitelist system that categorizes operations as safe, requiring approval, or forbidden. | ⭐ 1 | 2025-03-15T18:28:00Z  
**[Macos (@mcp-get)](https://github.com/mcp-get/community-servers/tree/HEAD/src/server-macos)** | Access macOS system information and send notifications. | ⭐ 26 | 2025-03-14T22:25:52Z  
**[Macos Defaults (@g0t4)](https://github.com/g0t4/mcp-server-macos-defaults)** | MCP server that enables reading and writing macOS system preferences and application settings through the defaults system. | ⭐ 9 | 2025-02-26T03:54:51Z  
**[Macos gui (@Atharva-Gundawar)](https://github.com/Atharva-Gundawar/macOS_gui)** | Enables AI assistants to control macOS applications by capturing screenshots, identifying UI elements, and automating mouse and keyboard actions through the macOS accessibility framework. | ⭐ 0 | 2025-03-16T02:11:44Z  
**[Macrostrat Mcp (@blake365)](https://github.com/blake365/macrostrat-mcp)** | Integrates the Macrostrat API to enable geological data querying and analysis for earth sciences, resource exploration, and environmental studies. | ⭐ 0 | 2025-03-12T23:33:13Z  
**[Magic Mcp (@21st-dev)](https://github.com/21st-dev/magic-mcp)** | Create beautiful, modern UI components instantly through natural language descriptions. | ⭐ 472 | 2025-03-17T13:56:06Z  
**[Magick Mcp (@aroglahcim)](https://github.com/aroglahcim/magick-mcp)** | Integrates with ImageMagick's CLI to enable image processing and manipulation tasks like resizing, format conversion, and applying filters or effects. | ⭐ 0 | 2025-02-07T01:32:30Z  
**[Maigret (@BurtTheCoder)](https://github.com/BurtTheCoder/mcp-maigret)** | OSINT Maigret integration to gather user info across social networks. | ⭐ 24 | 2025-03-12T08:09:27Z  
**[Mailchimpmcp (@bryangsmith)](https://github.com/bryangsmith/MailchimpMCP)** | Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework. | ⭐ 0 | 2025-03-12T02:03:18Z  
**[Make (@wrale)](https://github.com/wrale/mcp-server-make)** | A Model Context Protocol server that enables LLMs to safely execute make targets from a Makefile, allowing AI assistants to run tests, format code, and automate various development tasks through natural language interaction. | ⭐ 1 | 2025-03-16T23:30:11Z  
**[Make Integration Issue (@3rzy)](https://github.com/3rzy/make-mcp-integration-issue)** | An integration server that allows Claude Desktop to communicate with Make (formerly Integromat) automation platform through the Model Context Protocol, enabling scenario management and execution via natural language. | ⭐ 0 | 2025-03-04T20:13:10Z  
**[Mamp Mysql (@kerongon)](https://github.com/kerongon/mcp-server-mamp-mysql)** | Connects to MySQL databases via sockets to enable querying, schema analysis, and read-only data retrieval. | ⭐ 0 | 2024-12-31T15:53:03Z  
**[Manifold Server (@bmorphism)](https://github.com/bmorphism/manifold-mcp-server)** | Provides comprehensive access to Manifold Markets prediction platform through a clean MCP interface, enabling users to create markets, place bets, manage liquidity, and utilize social features through natural language. | ⭐ 1 | 2025-01-11T02:44:39Z  
**[Map Traveler Mcp (@mfukushim)](https://github.com/mfukushim/map-traveler-mcp)** | Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) | ⭐ 3 | 2025-03-17T07:59:11Z  
**[Mapbox Server (@AidenYangX)](https://github.com/AidenYangX/mapbox-mcp-server)** | MCP Server for the Mapbox API. | ⭐ 3 | 2025-03-17T12:06:27Z  
**[Marginalia Server (@bmorphism)](https://github.com/bmorphism/marginalia-mcp-server)** | Integrates Marginalia Search to discover non-commercial and independent web content for research, trend analysis, and alternative perspectives. | ⭐ 1 | 2025-01-06T05:47:27Z  
**[Mariadb (@abel9851)](https://github.com/abel9851/mcp-server-mariadb)** | MariaDB database integration with configurable access controls in Python. | ⭐ 0 | 2025-03-06T15:46:27Z  
**[Markdown Downloader (@dazeb)](https://github.com/dazeb/markdown-downloader)** | An MCP server that enables users to download webpages as markdown files using r.jina.ai service, with features for configurable download directories and automatic date-stamped filenames. | ⭐ 10 | 2025-03-16T00:33:04Z  
**[Markdown2pdf Mcp (@2b3pro)](https://github.com/2b3pro/markdown2pdf-mcp)** | An MCP server for converting Markdown documents to PDF files. | ⭐ 1 | 2024-12-24T05:07:28Z  
**[Markdownify Mcp (@zcaceres)](https://github.com/zcaceres/markdownify-mcp)** | Converts various file types and web content to Markdown format. It provides a set of tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text. | ⭐ 938 | 2025-03-17T13:59:36Z  
**[Markdownify Server (@zcaceres)](https://github.com/zcaceres/mcp-markdownify-server)** | MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) | ⭐ 938 | 2025-03-17T13:59:36Z  
**[Markdownify Utf8 (@JDJR2024)](https://github.com/JDJR2024/markdownify-mcp-utf8)** | A document conversion server that transforms various file formats (PDFs, documents, images, audio, web content) to Markdown with improved multilingual and UTF-8 support. | ⭐ 1 | 2025-03-15T12:43:00Z  
**[Markitdown mcp server (@KorigamiK)](https://github.com/KorigamiK/markitdown_mcp_server)** | Converts various file formats to Markdown using the MarkItDown utility and can be integrated with MCP clients for seamless document processing and conversion. | ⭐ 8 | 2025-03-09T23:16:17Z  
**[Math Mcp (@EthanHenrickson)](https://github.com/EthanHenrickson/math-mcp)** | Provides basic mathematical and statistical functions for accurate numerical computations within AI-assisted applications. | ⭐ 1 | 2025-03-12T20:15:44Z  
**[Matlab Mcp (@Tsuchijo)](https://github.com/Tsuchijo/matlab-mcp)** | Integrates MATLAB's numerical computing capabilities, enabling execution of MATLAB scripts and functions for data analysis, signal processing, and visualization. | ⭐ 7 | 2025-03-15T22:31:02Z  
**[Matlab Server (@WilliamCloudQi)](https://github.com/WilliamCloudQi/matlab-mcp-server)** | Integrates with MATLAB to execute code, generate scripts from natural language, and access documentation, enabling complex mathematical operations and data analysis using MATLAB's toolsets. | ⭐ 7 | 2025-03-15T22:27:03Z  
**[Mattermost Mcp (@pvev)](https://github.com/pvev/mattermost-mcp)** | Integrates with Mattermost workspaces to enable channel listing, message history retrieval, posting, thread management, reactions, user information access, and topic monitoring for team communication platforms. | ⭐ 0 | 2025-03-10T11:25:29Z  
**[Maven Server (@Bigsy)](https://github.com/Bigsy/maven-mcp-server)** | An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository. | ⭐ 4 | 2025-02-19T11:02:56Z  
**[Mcp (@appwrite)](https://github.com/appwrite/mcp)** | A Model Context Protocol server that allows AI assistants to interact with Appwrite's API, providing tools to manage databases, users, functions, teams, and other resources within Appwrite projects. | ⭐ 22 | 2025-03-14T00:17:13Z  
**[Mcp (@deco-sites)](https://github.com/deco-sites/mcp)** | Transforms Deco site loaders into dynamic tools by extracting schemas from metadata, enabling seamless discovery and invocation of website capabilities through Server-Sent Events | ⭐ 0 | 2025-03-09T17:33:42Z  
**[Mcp (@EduBase)](https://github.com/EduBase/MCP)** | Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities | ⭐ 2 | 2025-03-17T07:52:14Z  
**[Mcp (@firebase)](https://github.com/firebase/genkit/tree/HEAD/js/plugins/mcp)** | Consume MCP resources or expose Genkit tools as server. | ⭐ 1191 | 2025-03-17T12:15:25Z  
**[Mcp (@hyperbrowserai)](https://github.com/hyperbrowserai/mcp)** | [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. | ⭐ 3 | 2025-03-17T00:58:02Z  
**[Mcp (@jsmiff)](https://github.com/jsmiff/mcp)** | A generic Model Context Protocol framework for building AI-powered applications that provides standardized ways to create MCP servers and clients for integrating LLMs with support for Ollama and Supabase. | ⭐ 0 | 2025-03-13T21:30:16Z  
**[Mcp (@jsonresume)](https://github.com/jsonresume/mcp)** | A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions. | ⭐ 20 | 2025-03-16T10:11:18Z  
**[Mcp (@meghanmurphy1)](https://github.com/meghanmurphy1/mcp)** | Integrates with Elasticsearch to enable advanced search capabilities, data retrieval, and analysis for AI-assisted applications. | ⭐ 0 | 2025-03-05T14:21:01Z  
**[Mcp (@oopsyz)](https://github.com/oopsyz/mcp)** | Allows AI agents to interact with a remote TMF620 Product Catalog Management API, enabling operations like listing, retrieving, and creating catalogs, product offerings, and product specifications. | ⭐ 1 | 2025-03-05T20:20:06Z  
**[Mcp (@rlopez133)](https://github.com/rlopez133/mcp)** | Integrates with Ansible Automation Platform, OpenShift, and Event-Driven Ansible to enable advanced automation workflows, inventory management, and job template execution for DevOps teams. | ⭐ 4 | 2025-03-06T05:42:22Z  
**[Mcp (@Scrapezy)](https://github.com/Scrapezy/mcp)** | Integrates with the Scrapezy API to extract structured data from websites based on user-specified prompts, enabling flexible web scraping for data collection, content aggregation, and automated research tasks. | ⭐ 1 | 2025-03-11T08:04:24Z  
**[Mcp (@screenshotone)](https://github.com/screenshotone/mcp)** | Integrates with ScreenshotOne's API to enable rendering of website screenshots for visual testing, content monitoring, and creating web page references. | ⭐ 4 | 2025-03-16T16:23:13Z  
**[Mcp (@sergey-fintech)](https://github.com/sergey-fintech/MCP)** | Provides efficient file search and retrieval capabilities within a networked environment using TypeScript and Node.js, offering both standard and HTTP-based execution modes. | ⭐ 0 | 2025-03-05T10:05:37Z  
**[Mcp (@stakpak)](https://github.com/stakpak/mcp)** | Integrates with Stakpak API to generate infrastructure code for projects, enabling developers to quickly create configurations through a dedicated tool that works with various IDEs. | ⭐ 0 | 2025-03-13T10:53:36Z  
**[Mcp (@surya-madhav)](https://github.com/surya-madhav/MCP)** | Provides web scraping and DuckDuckGo search capabilities for retrieving and processing web content as markdown. | ⭐ 0 | 2025-03-12T15:19:45Z  
**[Mcp (@ujjalcal)](https://github.com/ujjalcal/mcp)** | An MCP server that enables graph database interactions with Neo4j, allowing users to access and manipulate graph data through natural language commands. | ⭐ 0 | 2025-03-11T02:10:36Z  
**[Mcp af graph (@larshvidsten)](https://github.com/larshvidsten/mcp_af_graph)** | Integrates with GraphQL APIs to enable secure data retrieval, query execution, and schema exploration for AI applications | ⭐ 0 | 2025-02-24T09:24:21Z  
**[Mcp claude (@GDAmitha)](https://github.com/GDAmitha/mcp_claude)** | Integrates with PyMOL molecular visualization software to enable interactive protein structure analysis, manipulation, and high-quality image rendering through natural language instructions | ⭐ 0 | 2025-03-12T05:55:40Z  
**[Mcp code analyzer (@emiryasar)](https://github.com/emiryasar/mcp_code_analyzer)** | A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently. | ⭐ 29 | 2025-03-14T04:05:40Z  
**[Mcp code executor (@bazinga012)](https://github.com/bazinga012/mcp_code_executor)** | Executes Python code within isolated Conda environments, enabling secure and flexible code generation and execution for tasks like data analysis and algorithm testing. | ⭐ 23 | 2025-03-16T18:01:25Z  
**[Mcp Coding Assistant (@AviOfLagos)](https://github.com/AviOfLagos/MCP-coding-assistant)** | Enhances coding capabilities by providing context-aware suggestions and documentation integration through code analysis, technology detection, and intelligent completion. | ⭐ 8 | 2025-03-05T01:22:00Z  
**[Mcp cube server (@isaacwasserman)](https://github.com/isaacwasserman/mcp_cube_server)** | MCP Server for interacting with Cube semantic layers that provides tools for querying and describing data from Cube deployments. | ⭐ 2 | 2025-03-12T11:21:07Z  
**[Mcp Deepseek r1 (@66julienmartin)](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** | Integrates with Deepseek R1 model for text generation and analysis tasks, enabling content creation and AI-assisted decision-making in various applications. | ⭐ 29 | 2025-03-17T09:18:21Z  
**[Mcp excalidraw (@yctimlin)](https://github.com/yctimlin/mcp_excalidraw)** | A Model Context Protocol server that enables LLMs to create, modify, and manipulate Excalidraw diagrams through a structured API. | ⭐ 5 | 2025-03-17T08:09:10Z  
**[Mcp ga 511 (@cpbrad31)](https://github.com/cpbrad31/mcp_ga_511)** | Integrates with Georgia's 511 service to provide real-time traffic data, including information on cameras, signs, events, and road conditions for various applications and analyses. | ⭐ 0 | 2025-03-06T02:39:06Z  
**[Mcp Geo (@webcoderz)](https://github.com/webcoderz/MCP-Geo)** | Geocoding MCP server with GeoPY! | ⭐ 6 | 2025-03-15T16:14:00Z  
**[Mcp Github Mapper (@dazeb)](https://github.com/dazeb/MCP-Github-Mapper)** | Integrates with GitHub to analyze repositories, generate file structure maps, and enable code analysis workflows using TypeScript and the Octokit REST API. | ⭐ 8 | 2025-03-13T21:00:23Z  
**[Mcp Github Oauth (@Nikhil-Patil-RI)](https://github.com/Nikhil-Patil-RI/MCP-Github-Oauth)** | Facilitates authentication with GitHub using OAuth protocol, allowing secure access and interaction with GitHub repositories and services. | ⭐ 2 | 2025-01-17T15:52:16Z  
**[Mcp Image Gen (@rmcendarfer2017)](https://github.com/rmcendarfer2017/MCP-image-gen)** | An MCP server that allows users to generate images using Replicate's Stable Diffusion model and save them to the local filesystem. | ⭐ 0 | 2025-03-08T16:13:41Z  
**[Mcp Inspector V0.6.0 (@Jehan26)](https://github.com/Jehan26/MCP-Inspector-v0.6.0)** | Integrates with GitHub repositories to enable repository searching, issue management, and pull request handling through authenticated API endpoints that format data for easy access within conversations. | ⭐ 0 | 2025-03-16T10:14:10Z  
**[Mcp jetbrains proxy (@leobuskin)](https://github.com/leobuskin/mcp_jetbrains_proxy)** | Bridges Large Language Models with JetBrains IDEs to enable intelligent code completion, automated refactoring, and context-aware documentation generation. | ⭐ 0 | 2024-12-21T18:17:14Z  
**[Mcp Linear Server (@MadeByNando)](https://github.com/MadeByNando/MCP-linear-Server)** | Enables AI models to interact with Linear for issue tracking and project management through capabilities like creating/searching issues, managing sprints, and retrieving workflow states. | ⭐ 0 | 2025-02-28T10:36:05Z  
**[Mcp Llms Txt (@SecretiveShell)](https://github.com/SecretiveShell/MCP-llms-txt)** | MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources. | ⭐ 7 | 2025-03-15T14:38:58Z  
**[Mcp Logo Gen (@sshtunnelvision)](https://github.com/sshtunnelvision/MCP-LOGO-GEN)** | MCP Tool Server for Logo Generation. This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and image scaling. | ⭐ 157 | 2025-03-16T17:04:55Z  
**[Mcp media generator (@dvejsada)](https://github.com/dvejsada/mcp_media_generator)** | A Model Context Protocol server that enables AI assistants to create images and videos using Amazon Nova Canvas and Nova Reel models. | ⭐ 2 | 2025-02-12T23:43:49Z  
**[Mcp memory plugin (@mekanixms)](https://github.com/mekanixms/mcp_memory_plugin)** | Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management. | ⭐ 0 | 2025-02-15T07:24:29Z  
**[Mcp Nest (@rekog-labs)](https://github.com/rekog-labs/MCP-Nest)** | A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients. | ⭐ 19 | 2025-03-14T04:31:39Z  
**[Mcp newrelic (@Ivlad003)](https://github.com/Ivlad003/mcp_newrelic)** | Bridges New Relic's log querying capabilities with a Python-based server, enabling execution of NRQL queries for performance monitoring and log analysis. | ⭐ 2 | 2025-03-05T08:27:03Z  
**[Mcp npm (@seido)](https://github.com/seido/mcp_npm)** | Execute npm and npx commands. | ⭐ 0 | 2025-01-08T13:51:28Z  
**[Mcp On Aws Bedrock (@davidshtian)](https://github.com/davidshtian/MCP-on-AWS-Bedrock)** | Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropic's Model Context Protocol for seamless tool integration and communication. | ⭐ 24 | 2025-03-15T17:00:52Z  
**[Mcp pandas (@alistairwalsh)](https://github.com/alistairwalsh/mcp_pandas)** | Leverages pandas, numpy, and matplotlib to enable powerful data manipulation, statistical analysis, and visualization for data-driven projects. | ⭐ 0 | 2024-12-20T01:03:12Z  
**[Mcp pdf forms (@Wildebeest)](https://github.com/Wildebeest/mcp_pdf_forms)** | A server providing PDF form manipulation tools via MCP's API, allowing users to find PDFs across directories, extract form field information, and visualize form fields in documents. | ⭐ 0 | 2025-03-15T21:37:19Z  
**[Mcp Pif (@hungryrobot1)](https://github.com/hungryrobot1/MCP-PIF)** | A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions. | ⭐ 12 | 2025-03-16T01:32:30Z  
**[Mcp practice (@vivalalova)](https://github.com/vivalalova/mcp_practice)** | A TypeScript-based MCP server that enables users to manage text notes and generate summaries, showcasing key MCP concepts like resource representation and LLM integration. | ⭐ 0 | 2025-02-21T02:33:53Z  
**[Mcp Puppeteer Linux (@PhialsBasement)](https://github.com/PhialsBasement/MCP-Puppeteer-Linux)** | Enables browser automation on Linux systems for web interactions, screenshots, and JavaScript execution using Puppeteer | ⭐ 2 | 2025-02-05T04:49:25Z  
**[Mcp python toolbox (@gianlucamazza)](https://github.com/gianlucamazza/mcp_python_toolbox)** | A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution. | ⭐ 1 | 2025-03-06T07:59:39Z  
**[Mcp Qwen max (@66julienmartin)](https://github.com/66julienmartin/MCP-server-Qwen_Max)** | Enables text generation using the Qwen Max language model with configurable parameters and seamless integration with Claude Desktop via the Model Context Protocol (MCP). | ⭐ 4 | 2025-03-17T06:33:22Z  
**[Mcp read images (@catalystneuro)](https://github.com/catalystneuro/mcp_read_images)** | An MCP server for analyzing images using OpenRouter vision models, offering capabilities like automatic image resizing, model configuration, and handling custom queries about images. | ⭐ 5 | 2025-02-26T16:48:47Z  
**[Mcp Readability Python (@jmh108)](https://github.com/jmh108/MCP-server-readability-python)** | A Python implementation of an MCP server that extracts webpage content, removes ads and non-essential elements, and transforms it into clean, LLM-optimized Markdown. | ⭐ 0 | 2025-01-06T19:27:41Z  
**[Mcp Relay (@emiliobool)](https://github.com/emiliobool/MCP-Relay)** | This server allows integration with Discord, enabling message exchanges between Claude and a Discord channel using prompts and notifications. | ⭐ 0 | 2025-01-26T05:31:53Z  
**[Mcp Salesforce (@smn2gnt)](https://github.com/smn2gnt/MCP-Salesforce)** | Integrates with Salesforce to enable natural language interactions for executing queries, managing records, and automating CRM workflows. | ⭐ 16 | 2025-03-16T20:17:45Z  
**[Mcp sample (@TechNavii)](https://github.com/TechNavii/mcp_sample)** | Securely saves text content to local files with user-specified or timestamp-generated filenames through a simple interface with robust validation and error handling. | ⭐ 0 | 2025-03-16T21:49:15Z  
**[Mcp scraper (@tolik-unicornrider)](https://github.com/tolik-unicornrider/mcp_scraper)** | Converts web content to high-quality Markdown using Mozilla's Readability and TurndownService, enabling clean extraction of meaningful content from URLs or HTML files for analysis and document conversion. | ⭐ 2 | 2025-03-14T13:17:25Z  
**[Mcp Searxng (@SecretiveShell)](https://github.com/SecretiveShell/MCP-searxng)** | An MCP server for connecting agentic systems to search systems via searXNG. | ⭐ 30 | 2025-03-16T07:05:29Z  
**[Mcp server (@freedanfan)](https://github.com/freedanfan/mcp_server)** | Provides a unified FastAPI server for interacting with multiple language model APIs, enabling seamless switching between OpenAI and Anthropic models without changing integration code. | ⭐ 3 | 2025-03-15T17:21:42Z  
**[Mcp Server (@mattshu0410)](https://github.com/mattshu0410/MCP-server)** | An MCP plugin that provides access to NCBI's dbSNP database, allowing developers to retrieve genetic variant information, search for SNPs, and access clinical significance data directly in their development environment. | ⭐ 1 | 2025-03-16T08:21:45Z  
**[Mcp server (@rusiaaman)](https://github.com/rusiaaman/wcgw/tree/HEAD/src/wcgw/client/mcp_server)** | Access shell and filesystem in order to automate tasks and run code | ⭐ 290 | 2025-03-17T12:45:52Z  
**[Mcp server code assist (@abhishekbhakat)](https://github.com/abhishekbhakat/mcp_server_code_assist)** | Enables code modification and generation tasks through file operations, search-and-replace, and version control integration for automated refactoring and codebase maintenance. | ⭐ 0 | 2025-03-12T16:23:49Z  
**[Mcp Server For Mas Developments (@Fujitsu-AI)](https://github.com/Fujitsu-AI/MCP-Server-for-MAS-Developments)** | A server implementation that allows secure communication between MCP clients and privateGPT, enabling users to chat with privateGPT using knowledge bases and manage sources, groups, and users through a standardized Model Context Protocol. | ⭐ 0 | 2025-03-17T10:12:58Z  
**[Mcp Server For Sensor Device (@kmwebnet)](https://github.com/kmwebnet/MCP-Server-for-sensor-device)** | Simulates or interfaces with a CO2 sensor device, providing JSON-RPC endpoints for device information, sensor data, and network management with MQTT publishing capabilities for IoT applications. | ⭐ 0 | 2025-03-11T09:17:05Z  
**[Mcp server google calendar (@eliasuran)](https://github.com/eliasuran/mcp_server_google_calendar)** | Integrates the Google Calendar API to enable querying, creation, and modification of calendar entries and events. | ⭐ 1 | 2025-03-09T19:29:32Z  
**[Mcp server mysql windows (@TristanLib)](https://github.com/TristanLib/mcp_server_mysql_windows)** | Integrates with MySQL databases on Windows systems, providing an API for executing SQL queries and retrieving results with user authentication and error handling support. | ⭐ 1 | 2025-03-01T08:28:17Z  
**[Mcp server notify (@Cactusinhand)](https://github.com/Cactusinhand/mcp_server_notify)** | A Model Context Protocol service that sends desktop notifications and alert sounds when AI agent tasks are completed, integrating with various LLM clients like Claude Desktop and Cursor. | ⭐ 3 | 2025-03-17T05:14:14Z  
**[Mcp Server Playwright (@Automata-Labs-team)](https://github.com/Automata-Labs-team/MCP-Server-Playwright)** | Control browsers to perform sophisticated web interactions and visual tasks. | ⭐ 63 | 2025-03-17T10:02:35Z  
**[Mcp server postgredb finder (@nzkdevsaider)](https://github.com/nzkdevsaider/mcp_server_postgredb_finder)** | Integrates with PostgreSQL databases to enable natural language interactions for executing SQL queries, retrieving results, and performing data analysis tasks. | ⭐ 0 | 2025-03-04T04:36:45Z  
**[Mcp servers (@DefiBax)](https://github.com/DefiBax/mcp_servers)** | Enables recording audio from a microphone and transcribing it using OpenAI's Whisper model. Works as both a standalone MCP server and a Goose AI agent extension. | ⭐ 1 | 2025-03-03T16:27:11Z  
**[Mcp Servers (@parthshr370)](https://github.com/parthshr370/MCP-Servers)** | Provides direct access to local filesystem operations for reading file contents and listing directory entries through a FastMCP-powered server that supports both stdio and SSE transport modes. | ⭐ 1 | 2025-03-17T09:07:47Z  
**[Mcp services radarr sonarr (@BerryKuipers)](https://github.com/BerryKuipers/mcp_services_radarr_sonarr)** | A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs. | ⭐ 2 | 2025-03-13T03:50:03Z  
**[Mcp template (@chrisboden)](https://github.com/chrisboden/mcp_template)** | Fetches website content using Python and MCP, enabling web scraping and content analysis tasks | ⭐ 0 | 2025-02-11T13:44:14Z  
**[Mcp Timeserver (@SecretiveShell)](https://github.com/SecretiveShell/MCP-timeserver)** | Access the time in any timezone and get the current local time | ⭐ 8 | 2025-03-16T13:50:24Z  
**[Mcp Toolhouse (@SecretiveShell)](https://github.com/SecretiveShell/MCP-toolhouse)** | MCP server for toolhouse.ai. This does not rely on an external llm unlike the official server. | ⭐ 1 | 2025-03-09T21:19:48Z  
**[Mcp twitter connect (@Namrata-AMI)](https://github.com/Namrata-AMI/MCP_TWITTER_CONNECT)** | Integrates with Twitter's API to retrieve recent tweets from specified users, enabling real-time Twitter content access within conversations without requiring direct Twitter API credentials. | ⭐ 0 | 2025-03-15T06:18:27Z  
**[Mcp Wolfram Alpha (@SecretiveShell)](https://github.com/SecretiveShell/MCP-wolfram-alpha)** | Connect your chat repl to wolfram alpha computational intelligence | ⭐ 15 | 2025-03-16T23:26:55Z  
**[Mcp zoomeye (@zoomeye-ai)](https://github.com/zoomeye-ai/mcp_zoomeye)** | Integrates with ZoomEye API to enable network asset reconnaissance through specialized search tools, supporting dork queries, IP filtering, and field selection with built-in caching and error handling for cybersecurity workflows. | ⭐ 0 | 2025-03-17T02:24:13Z  
**[Mcp.md (@lingodotdev)](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** | Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. | ⭐ 1408 | 2025-03-17T13:44:35Z  
**[Mcp2brave (@mcp2everything)](https://github.com/mcp2everything/mcp2brave)** | A server based on the MCP protocol that uses the Brave API for web search functionality. | ⭐ 0 | 2025-01-11T01:55:59Z  
**[Mcp2lambda (@danilop)](https://github.com/danilop/MCP2Lambda)** | Enables LLMs to interact with AWS Lambda functions, providing access to private resources, AWS services, and Lambda's capabilities for data processing and external API integration. | ⭐ 45 | 2025-03-17T05:45:55Z  
**[Mcp2serial (@mcp2everything)](https://github.com/mcp2everything/mcp2serial)** | Bridges with physical hardware devices (e.g. Raspberry Pi) via serial communication, enabling real-world control and interaction for IoT and robotics applications. | ⭐ 5 | 2025-03-13T11:16:32Z  
**[Mcp2tavily (@mcp2everything)](https://github.com/mcp2everything/mcp2tavily)** | An MCP protocol server that enables web search functionality using the Tavily API, allowing AI assistants to perform internet searches in real-time. | ⭐ 2 | 2025-02-14T06:44:18Z  
**[Mcpcontrol (@Cheffromspace)](https://github.com/Cheffromspace/MCPControl)** | A Windows control server built using nut.js and Model Context Protocol (MCP), providing programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture functionality. | ⭐ 10 | 2025-03-16T17:57:25Z  
**[Mcpet (@shreyaskarnik)](https://github.com/shreyaskarnik/mcpet)** | Virtual pet simulator that lets users adopt, nurture, and play with digital pets that evolve through life stages and maintain persistent stats between sessions. | ⭐ 3 | 2025-03-13T14:20:48Z  
**[Mcpexec (@0xBruno)](https://github.com/0xBruno/MCPExec)** | Provides a tool for executing local CLI commands asynchronously using FastMCP and asyncio, handling command arguments securely and offering error handling for failed commands. | ⭐ 0 | 2025-03-07T05:49:24Z  
**[Mcpjs (@melvincarvalho)](https://github.com/melvincarvalho/mcpjs)** | A beginner-friendly MCP-inspired JSON-RPC server built with Node.js, offering basic client-server interaction through an 'initialize' capabilities handshake and an 'echo' function. | ⭐ 3 | 2025-02-02T13:15:22Z  
**[Mcpmc (@gerred)](https://github.com/gerred/mcpmc)** | Enables AI agents to control Minecraft bots through a standardized JSON-RPC interface. | ⭐ 18 | 2025-03-15T23:42:56Z  
**[Mcpnotes (@9Ninety)](https://github.com/9Ninety/MCPNotes)** | A simple note-taking MCP server for recording and managing notes with AI models. | ⭐ 20 | 2025-03-09T00:58:14Z  
**[Mcprfkgw (@debedb)](https://github.com/debedb/mcprfkgw)** | A Model Context Protocol gateway that connects to RFK Jr-related endpoints, supporting both STDIO and SSE transport methods. | ⭐ 0 | 2025-02-25T10:56:32Z  
**[Mcprules (@bartwisch)](https://github.com/bartwisch/MCPRules)** | Integrates with development tools to enforce consistent coding standards by managing and serving programming guidelines and rules across projects. | ⭐ 16 | 2025-03-15T21:15:54Z  
**[Mcpserver (@luc-io)](https://github.com/luc-io/mcpserver)** | Integrates with DigitalOcean's API to provide a secure, rate-limited interface for automating cloud resource management and infrastructure operations. | ⭐ 0 | 2025-01-29T12:54:08Z  
**[Mcpsqlserver (@ian-cowley)](https://github.com/ian-cowley/MCPSqlServer)** | Integrates with SQL Server to enable database schema exploration, query execution, and stored procedure management via JSON-RPC communication for relational data analysis and natural language querying. | ⭐ 2 | 2025-03-03T08:59:39Z  
**[Mcpterm (@dwrtz)](https://github.com/dwrtz/mcpterm)** | Provides stateful, TUI-compatible terminal sessions for executing commands and running interactive applications, enabling persistent interaction with command-line interfaces and programs. | ⭐ 1 | 2025-02-03T03:11:24Z  
**[Mcptools Langchain Integration (@shashwat001)](https://github.com/shashwat001/mcptools-langchain-integration)** | Integrates Langchain with MCP tools. | ⭐ 0 | 2025-02-17T19:47:24Z  
**[Mcpunk (@jurasofish)](https://github.com/jurasofish/mcpunk)** | Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions. | ⭐ 18 | 2025-03-17T09:51:32Z  
**[Md Pdf Mcp (@seanivore)](https://github.com/seanivore/md-pdf-mcp)** | Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab, providing a simple note storage system with custom URI scheme. | ⭐ 4 | 2025-03-17T06:51:09Z  
**[Md Webcrawl Mcp (@jmh108)](https://github.com/jmh108/md-webcrawl-mcp)** | A Python-based MCP server that crawls websites to extract and save content as markdown files, with features for mapping website structure and links. | ⭐ 0 | 2025-01-06T19:58:04Z  
**[Media Processor (@maoxiaoke)](https://github.com/maoxiaoke/mcp-media-processor)** | A Node.js server that provides advanced video and image processing capabilities through the Model Context Protocol, enabling operations like conversion, compression, editing, and effects application. | ⭐ 12 | 2025-03-15T02:12:48Z  
**[Meilisearch (@cnosuke)](https://github.com/cnosuke/mcp-meilisearch)** | Integrates with Meilisearch to enable powerful search operations with filtering and sorting capabilities for structured data retrieval | ⭐ 0 | 2025-03-08T10:30:20Z  
**[Meilisearch Mcp (@meilisearch)](https://github.com/meilisearch/meilisearch-mcp)** | Server for interacting with Meilisearch through LLM interfaces like Claude. | ⭐ 47 | 2025-03-16T00:27:00Z  
**[Meilisearch Ts Mcp (@devlimelabs)](https://github.com/devlimelabs/meilisearch-ts-mcp)** | Integrates with Meilisearch to enable advanced search operations, index and document management, and customizable search functionality with features like faceted search and custom ranking. | ⭐ 3 | 2025-02-26T01:39:59Z  
**[Mem0 Mcp (@mem0ai)](https://github.com/mem0ai/mem0-mcp)** | A Model Context Protocol server for Mem0, which helps with managing coding preferences. | ⭐ 22 | 2025-03-17T12:53:50Z  
**[Mem0 Mcp (@pinkpixel-dev)](https://github.com/pinkpixel-dev/mem0-mcp)** | Provides autonomous memory capabilities for storing, retrieving, and utilizing conversation information across sessions, with automatic extraction and categorization of user data for enhanced contextual interactions. | ⭐ 5 | 2025-03-17T11:39:29Z  
**[Meme Mcp (@haltakov)](https://github.com/haltakov/meme-mcp)** | A simple Model Context Protocol server that allows AI models to generate meme images using the ImgFlip API, enabling users to create memes from text prompts. | ⭐ 12 | 2025-03-16T23:03:39Z  
**[Memex (@narphorium)](https://github.com/narphorium/mcp-memex)** | A tool for Model Context Protocol (MCP) that allows you to analyze web content and add it to your knowledge base, storing content as Markdown files for easy viewing with tools like Obsidian. | ⭐ 6 | 2025-02-07T17:19:16Z  
**[Memgpt Mcp Server (@Vic563)](https://github.com/Vic563/Memgpt-MCP-Server)** | A TypeScript-based server that provides a memory system for Large Language Models (LLMs), allowing users to interact with multiple LLM providers while maintaining conversation history and offering tools for managing providers and model configurations. | ⭐ 18 | 2025-02-20T19:11:37Z  
**[Memories With Lessons Server (@T1nker-1220)](https://github.com/T1nker-1220/memories-with-lessons-mcp-server)** | Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management. | ⭐ 17 | 2025-03-13T11:14:14Z  
**[Memory (@ebailey78)](https://github.com/ebailey78/mcp-memory)** | A Model Context Protocol server for Claude Desktop that provides structured memory management across chat sessions, allowing Claude to maintain context and build a knowledge base within project directories. | ⭐ 0 | 2025-03-06T19:02:01Z  
**[Memory (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/memory)** | Knowledge graph-based persistent memory system | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Memory (@samwang0723)](https://github.com/samwang0723/mcp-memory)** | Provides long-term memory storage for LLM conversations using Redis Graph, enabling persistent knowledge graphs for maintaining context across interactions and building complex information networks. | ⭐ 0 | 2025-03-06T12:36:47Z  
**[Memory Bank 1 (@zannyonear1h1)](https://github.com/zannyonear1h1/mcp-memory-bank-1)** | Provides persistent memory storage, retrieval, and search capabilities for maintaining conversation context across sessions through JSON-RPC endpoints with tagging support. | ⭐ 0 | 2025-03-13T04:00:25Z  
**[Memory Bank Mcp (@alioshr)](https://github.com/alioshr/memory-bank-mcp)** | Provides a centralized MCP-based system for managing and accessing multi-project memory banks remotely, with features like project isolation, file structure validation, and type-safe operations. | ⭐ 62 | 2025-03-17T13:43:14Z  
**[Memory Bank Mcp (@movibe)](https://github.com/movibe/memory-bank-mcp)** | Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions. | ⭐ 11 | 2025-03-15T08:41:27Z  
**[Memory Bank Server (@t3ta)](https://github.com/t3ta/memory-bank-mcp-server)** | A server for managing project documentation and context across Claude AI sessions through global and branch-specific memory banks, enabling consistent knowledge management with structured JSON document storage. | ⭐ 4 | 2025-03-17T11:00:39Z  
**[Memory Box Mcp (@amotivv)](https://github.com/amotivv/memory-box-mcp)** | Cline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search. | ⭐ 1 | 2025-03-15T14:06:51Z  
**[Memory Cache Server (@tosin2013)](https://github.com/tosin2013/mcp-memory-cache-server)** | Implements an efficient in-memory caching layer, reducing token consumption and optimizing repeated data access patterns in workflows. | ⭐ 0 | 2025-02-05T20:10:07Z  
**[Memory Custom (@BRO3886)](https://github.com/BRO3886/mcp-memory-custom)** | Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping, and advanced search capabilities. | ⭐ 1 | 2025-03-14T17:52:37Z  
**[Memory Dashboard (@doobidoo)](https://github.com/doobidoo/mcp-memory-dashboard)** | Provides a React-based dashboard for real-time monitoring and visualization of memory usage in MCP implementations, enabling developers to optimize performance and identify potential memory leaks. | ⭐ 1 | 2025-02-09T19:47:58Z  
**[Memory Domain Knowledge (@yodakeisuke)](https://github.com/yodakeisuke/mcp-memory-domain-knowledge)** | This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions. | ⭐ 1 | 2025-03-03T22:47:13Z  
**[Memory File (@g0t4)](https://github.com/g0t4/mcp-server-memory-file)** | An MCP server that allows Claude and other LLMs to manage persistent memories across conversations through text file storage, enabling commands to add, search, delete and list memory entries. | ⭐ 2 | 2025-02-07T18:04:03Z  
**[Memory Journal Server (@Siddhant-K-code)](https://github.com/Siddhant-K-code/memory-journal-mcp-server)** | Integrates with local iCloud Photos libraries on macOS to enable efficient searching and retrieval of photo metadata based on various criteria like dates, locations, people, and labels. | ⭐ 13 | 2025-03-08T10:14:27Z  
**[Memory Libsql (@joleyline)](https://github.com/joleyline/mcp-memory-libsql)** | High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL | ⭐ 0 | 2025-03-05T03:21:08Z  
**[Memory Libsql (@spences10)](https://github.com/spences10/mcp-memory-libsql)** | A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage. | ⭐ 32 | 2025-03-15T08:33:29Z  
**[Memory Manager (@YUZongmin)](https://github.com/YUZongmin/memory-mcp-manager)** | Manages and switches between memory paths for clients, enabling organized context management across multiple AI projects. | ⭐ 0 | 2025-01-12T08:50:26Z  
**[Memory Service (@doobidoo)](https://github.com/doobidoo/mcp-memory-service)** | Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket connections. | ⭐ 48 | 2025-03-17T12:56:21Z  
**[Memorymesh (@CheMiguel23)](https://github.com/CheMiguel23/MemoryMesh)** | Store and query structured data in local knowledge graphs. | ⭐ 87 | 2025-03-17T11:46:05Z  
**[Memos Py (@RyoJerryYu)](https://github.com/RyoJerryYu/mcp-server-memos-py)** | A Python package that enables LLM models to interact with Memos server through the Model Context Protocol interface, allowing search, creation, retrieval, and management of memos. | ⭐ 7 | 2025-03-17T05:35:13Z  
**[Mentor Server (@cyanheads)](https://github.com/cyanheads/mentor-mcp-server)** | Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks. | ⭐ 15 | 2025-03-11T18:59:16Z  
**[Mercadolibre Mcp (@lumile)](https://github.com/lumile/mercadolibre-mcp)** | Integrates with MercadoLibre's e-commerce platform to simplify product and seller data retrieval, enabling functions like price monitoring, inventory management, and market analysis. | ⭐ 2 | 2025-03-15T04:37:03Z  
**[Mermaid Mcp (@reblabers)](https://github.com/reblabers/mermaid-mcp)** | Integrates with Mermaid to render diagrams as images, enabling on-the-fly generation of visual representations for data structures, workflows, or system architectures. | ⭐ 3 | 2025-03-02T15:30:13Z  
**[Mermaid Server (@peng-shawn)](https://github.com/peng-shawn/mermaid-mcp-server)** | A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images. | ⭐ 12 | 2025-03-17T09:45:39Z  
**[Meta Server (@DMontgomery40)](https://github.com/DMontgomery40/meta-mcp-server)** | A tool that dynamically generates and configures MCP servers by automatically creating necessary directories and files according to user specifications. | ⭐ 5 | 2025-03-14T11:11:07Z  
**[Metabase Server (@imlewc)](https://github.com/imlewc/metabase-server)** | Enables AI assistants to interact with Metabase databases and dashboards, allowing users to list and execute queries, access data visualizations, and interact with database resources through natural language. | ⭐ 7 | 2025-03-17T13:33:05Z  
**[Metal Server (@aldrin-labs)](https://github.com/aldrin-labs/metal-mcp-server)** | Integrates Metal Framework documentation search and code generation capabilities for graphics-intensive application development. | ⭐ 2 | 2025-01-27T13:01:47Z  
**[Metamcp (@metatool-ai)](https://github.com/metatool-ai/mcp-server-metamcp)** | Centralizes management of multiple AI services, providing secure API key handling and unified access for streamlined interactions across diverse platforms. | ⭐ 13 | 2025-03-16T13:52:15Z  
**[Metaplex Server (@aldrin-labs)](https://github.com/aldrin-labs/metaplex-mcp-server)** | Bridges Metaplex documentation and repositories, enabling searches and retrievals for Solana NFT development workflows. | ⭐ 1 | 2025-01-09T07:35:19Z  
**[Metasearch Mcp (@YeonwooSung)](https://github.com/YeonwooSung/metasearch-mcp)** | MCP server for using various search tools like Tavily API. Planning to support various search tools (i.e. wiki search, searxng, etc) | ⭐ 0 | 2025-03-12T12:58:59Z  
**[Metoro Server (@metoro-io)](https://github.com/metoro-io/metoro-mcp-server)** | MCP server enabling AI assistants to query and analyze Kubernetes telemetry data collected via eBPF instrumentation for observability and optimization. | ⭐ 22 | 2025-03-17T02:02:04Z  
**[Milvus (@zilliztech)](https://github.com/zilliztech/mcp-server-milvus)** | Search, Query and interact with data in your Milvus Vector Database. | ⭐ 13 | 2025-03-17T13:40:31Z  
**[Minecraft (@arjunkmrm)](https://github.com/arjunkmrm/mcp-minecraft)** | Allows AI models to observe and interact with the Minecraft world through a bot. | ⭐ 49 | 2025-03-17T08:23:42Z  
**[Minecraft Server (@DennisTraub)](https://github.com/DennisTraub/minecraft-mcp-server)** | Integrates Mineflayer API to enable control of Minecraft bots for navigation, block manipulation, inventory management, and game state monitoring. | ⭐ 5 | 2025-02-24T04:28:15Z  
**[Minima (@dmayboroda)](https://github.com/dmayboroda/minima)** | MCP server for RAG on local files | ⭐ 605 | 2025-03-17T07:45:39Z  
**[Minimax Tools (@PsychArch)](https://github.com/PsychArch/minimax-mcp-tools)** | Integrates with Minimax's AI services to provide image generation and text-to-speech capabilities through a Node.js server, enabling editors to access image-01 and speech-01 models for creating visuals and natural-sounding audio without leaving the editing environment. | ⭐ 0 | 2025-03-16T10:22:19Z  
**[Miro (@evalstate)](https://github.com/evalstate/mcp-miro)** | Create and manage content on Miro whiteboards. | ⭐ 18 | 2025-03-15T20:45:18Z  
**[Mistral Codestral (@bsmi021)](https://github.com/bsmi021/mcp-mistral-codestral)** | Provides code completion, bug fixing, and test generation for multiple programming languages, integrating with the Mistral Codestral API to enhance code development processes. | ⭐ 1 | 2025-02-28T21:45:11Z  
**[Mistral Example (@speakeasy-api)](https://github.com/speakeasy-api/mistral-mcp-server-example)** | A TypeScript-based MCP server that provides two tools for chatting with Mistral AI models, supporting both text-only conversations and image+text inputs. | ⭐ 0 | 2025-01-06T09:48:40Z  
**[Mistral Ocr (@everaldo)](https://github.com/everaldo/mcp-mistral-ocr)** | Processes images and PDFs through Mistral AI's OCR API to extract text from visual documents, supporting both local files and URLs with Docker containerization for easy deployment. | ⭐ 3 | 2025-03-17T12:57:47Z  
**[Mitmproxy Mcp (@lucasoeth)](https://github.com/lucasoeth/mitmproxy-mcp)** | Integrates mitmproxy for network traffic analysis, debugging, and API testing. | ⭐ 1 | 2025-03-04T14:03:14Z  
**[Mixpanel Mcp (@dragonkhoi)](https://github.com/dragonkhoi/mixpanel-mcp)** | Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics. | ⭐ 1 | 2025-03-14T16:52:15Z  
**[Mma Docs (@benhaotang)](https://github.com/benhaotang/mcp-mma-docs)** | A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica. | ⭐ 2 | 2025-03-16T14:15:59Z  
**[Mock Data Mcp (@rhitune2)](https://github.com/rhitune2/mock-data-mcp)** | Provides tools for generating realistic mock data including personal information, company details, and custom fields using TypeScript and Faker.js for testing and development purposes. | ⭐ 0 | 2025-03-11T09:40:41Z  
**[Modal (@Flux159)](https://github.com/Flux159/mcp-server-modal)** | An MCP server that allows users to deploy Python scripts to Modal directly from Claude, providing a link to the deployed application that can be shared with others. | ⭐ 4 | 2025-03-15T12:09:41Z  
**[Modal Toolbox (@philipp-eisen)](https://github.com/philipp-eisen/modal-mcp-toolbox)** | Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App. | ⭐ 15 | 2025-03-09T02:00:12Z  
**[Model Context Protocol (@goat-sdk)](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol)** | Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base. | ⭐ 505 | 2025-03-17T11:35:07Z  
**[Modelcontextprotocol (@ppl-ai)](https://github.com/ppl-ai/modelcontextprotocol)** | Connector for the Perplexity API, to enable web search without leaving the MCP ecosystem. | ⭐ 567 | 2025-03-17T13:40:20Z  
**[Modes Server (@ccc0168)](https://github.com/ccc0168/modes-mcp-server)** | Enables custom behavioral mode management for defining, loading, and applying tailored AI behaviors through configuration files in Roo Code | ⭐ 11 | 2025-03-10T11:13:44Z  
**[Monday (@sakce)](https://github.com/sakce/mcp-server-monday)** | Integrates with Monday.com to enable creating items, retrieving board groups, adding comments, listing boards, and managing sub-items for project management and team collaboration workflows. | ⭐ 8 | 2025-03-17T13:29:14Z  
**[Mongo Mcp (@1RB)](https://github.com/1RB/mongo-mcp)** | A protocol server that enables LLMs like Claude to interact with MongoDB databases, providing tools for schema exploration, aggregation queries, and data analysis through natural language in Cursor. | ⭐ 2 | 2025-03-11T19:03:21Z  
**[Mongo Mcp (@QuantGeekDev)](https://github.com/QuantGeekDev/mongo-mcp)** | A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language. | ⭐ 48 | 2025-03-16T08:16:04Z  
**[Mongo Server (@kiliczsh)](https://github.com/kiliczsh/mcp-mongo-server)** | A Model Context Protocol server that provides access to MongoDB databases. This server enables LLMs to inspect collection schemas and execute read-only queries. | ⭐ 45 | 2025-03-16T20:16:01Z  
**[Mongo Server (@Matteturtle09)](https://github.com/Matteturtle09/mongo-mcp-server)** | Bridges MongoDB databases with AI systems, enabling document retrieval and analysis through standardized queries and operations. | ⭐ 1 | 2024-12-28T09:29:26Z  
**[Mongodb Atlas (@mongodb-developer)](https://github.com/mongodb-developer/mcp-mongodb-atlas)** | Integrates with MongoDB Atlas to enable creating and managing database resources including clusters, network access, users, and connection strings using TypeScript and the MongoDB Atlas API. | ⭐ 1 | 2025-03-17T07:36:42Z  
**[Mongodb Lens (@furey)](https://github.com/furey/mongodb-lens)** | Full featured MCP Server for MongoDB database analysis. | ⭐ 8 | 2025-03-16T18:42:15Z  
**[Mongodb Mcp (@jonfreeland)](https://github.com/jonfreeland/mongodb-mcp)** | Enables querying and analyzing MongoDB databases with read-only access, providing operations for exploration, schema inference, querying, aggregation, text search, and geospatial analysis. | ⭐ 1 | 2025-03-09T15:42:28Z  
**[Mongodb Model Context Protocol Mcp (@nickiiitu)](https://github.com/nickiiitu/MongoDB-Model-Context-Protocol-MCP-)** | A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language. | ⭐ 0 | 2025-03-05T10:49:55Z  
**[Mongodb Mysql Server (@yaoxiaolinglong)](https://github.com/yaoxiaolinglong/mcp-mongodb-mysql-server)** | Provides a unified interface for MySQL and MongoDB operations, enabling seamless interaction with both database systems through TypeScript and Node.js with flexible deployment options. | ⭐ 1 | 2025-03-09T16:36:00Z  
**[Mongodb Server (@mongodb-developer)](https://github.com/mongodb-developer/mongodb-mcp-server)** | Provides read-only access to MongoDB databases for LLMs to inspect collection schemas and execute aggregation pipelines. | ⭐ 5 | 2025-03-12T13:41:39Z  
**[Moondream Mcp (@NightTrek)](https://github.com/NightTrek/moondream-mcp)** | A powerful server that integrates the Moondream vision model to enable advanced image analysis, including captioning, object detection, and visual question answering, through the Model Context Protocol, compatible with AI assistants like Claude and Cline. | ⭐ 11 | 2025-03-16T21:43:56Z  
**[Morpho Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-morpho-server)** | Integrates with Morpho DeFi protocol's GraphQL API to enable querying market data, vaults, positions, and historical APY information for portfolio management and yield optimization. | ⭐ 0 | 2025-01-28T04:50:25Z  
**[Motherduck (@motherduckdb)](https://github.com/motherduckdb/mcp-server-motherduck)** | Integrates MotherDuck and local DuckDB databases for flexible querying and analysis of structured data in MCP-compatible environments. | ⭐ 42 | 2025-03-17T08:37:43Z  
**[Moz Readability (@emzimmer)](https://github.com/emzimmer/server-moz-readability)** | Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure. | ⭐ 11 | 2025-03-14T14:23:20Z  
**[Mpc Tally Api Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mpc-tally-api-server)** | A server that allows AI agents to interact with the Tally API to access DAO governance data, proposals, and metadata using Model Context Protocol (MCP), built with TypeScript and GraphQL. | ⭐ 4 | 2025-02-06T22:33:50Z  
**[Ms Lucidia Voice Gateway Mcp (@ExpressionsBot)](https://github.com/ExpressionsBot/MS-Lucidia-Voice-Gateway-MCP)** | A server providing text-to-speech and speech-to-text functionalities using Windows' native speech services without external dependencies. | ⭐ 3 | 2025-02-12T06:05:15Z  
**[Mssql Mcp (@daobataotie)](https://github.com/daobataotie/mssql-mcp)** | Provides database interaction and business intelligence capabilities, enabling users to run SQL queries, analyze business data, and automatically generate business insight memos for Microsoft SQL Server databases. | ⭐ 5 | 2025-03-14T08:21:19Z  
**[Mssql mcp server (@JexinSam)](https://github.com/JexinSam/mssql_mcp_server)** | Enables secure interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management. | ⭐ 4 | 2025-03-16T03:39:15Z  
**[Mssql mcp server (@RichardHan)](https://github.com/RichardHan/mssql_mcp_server)** | A Model Context Protocol server that enables secure interaction with Microsoft SQL Server databases, allowing AI assistants to list tables, read data, and execute SQL queries through a controlled interface. | ⭐ 18 | 2025-03-17T13:09:13Z  
**[Mssql Server (@c0h1b4)](https://github.com/c0h1b4/mssql-mcp-server)** | Enables secure AI-driven interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management. | ⭐ 4 | 2025-03-16T03:42:22Z  
**[Mssql Server (@dperussina)](https://github.com/dperussina/mssql-mcp-server)** | An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE directly query and explore Microsoft SQL Server databases. No coding experience required! | ⭐ 2 | 2025-03-16T03:45:28Z  
**[Mtg Servers (@artillect)](https://github.com/artillect/mtg-mcp-servers)** | Integrates with Magic: The Gathering resources to enable deck management, card drawing, hand manipulation, and Scryfall API searches for comprehensive card information retrieval and game simulation. | ⭐ 0 | 2025-03-17T01:08:14Z  
**[Multi Agent With Mcp (@danmas0n)](https://github.com/danmas0n/multi-agent-with-mcp)** | Create coding agents to generate implementation options. | ⭐ 16 | 2025-03-14T23:31:14Z  
**[Multi Service Server (@AdamPippert)](https://github.com/AdamPippert/multi-service-mcp-server)** | Provides a unified gateway for LLMs to access GitHub, GitLab, Google Maps, Memory storage, and Puppeteer web automation tools through a Flask-based server deployable on Red Hat environments. | ⭐ 1 | 2025-03-13T02:31:33Z  
**[Multicluster Server (@yanmxa)](https://github.com/yanmxa/multicluster-mcp-server)** | The gateway for GenAI systems to interact with multiple Kubernetes clusters. | ⭐ 0 | 2025-03-13T02:36:02Z  
**[Multiplatform Cursor Mcp (@johnneerdael)](https://github.com/johnneerdael/multiplatform-cursor-mcp)** | Acts as a bridge between Claude's desktop application and the Cursor editor, enabling seamless AI-powered automation and multi-instance management across platforms with standardized communication and secure token-based authentication. | ⭐ 44 | 2025-03-17T03:47:23Z  
**[Multiverse (@lamemind)](https://github.com/lamemind/mcp-server-multiverse)** | A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. | ⭐ 20 | 2025-03-17T10:42:35Z  
**[Music Analysis (@hugohow)](https://github.com/hugohow/mcp-music-analysis)** | MCP to analyse local audio file. | ⭐ 1 | 2025-03-17T11:31:55Z  
**[Myaiserv (@eagurin)](https://github.com/eagurin/myaiserv)** | A high-performance FastAPI server supporting Model Context Protocol (MCP) for seamless integration with Large Language Models, featuring REST, GraphQL, and WebSocket APIs, along with real-time monitoring and vector search capabilities. | ⭐ 5 | 2025-03-14T21:51:40Z  
**[Myip (@nikolaypavlov)](https://github.com/nikolaypavlov/mcp-myip)** | Integrates with ifconfig.me to fetch and provide public IP address information for network diagnostics and geolocation services. | ⭐ 0 | 2025-02-17T14:56:46Z  
**[Mysql (@benborla)](https://github.com/benborla/mcp-server-mysql)** | Secure read-only MySQL database access to execute queries and analyze data patterns. | ⭐ 61 | 2025-03-17T09:58:55Z  
**[Mysql (@wllcnm)](https://github.com/wllcnm/mcp-mysql)** | Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation. | ⭐ 0 | 2024-12-31T06:26:24Z  
**[Mysql (@yuru-sha)](https://github.com/yuru-sha/mcp-server-mysql)** | Enables LLMs to safely inspect MySQL database schemas and execute read-only queries through Docker or NPM integration. | ⭐ 2 | 2025-03-17T13:57:06Z  
**[Mysql Java (@kioyong)](https://github.com/kioyong/mysql-mcp-server-java)** | Integrates with MySQL databases, enabling SELECT queries, table listings, and schema retrieval for data analysis and dynamic database interactions. | ⭐ 1 | 2025-03-06T08:43:42Z  
**[Mysql Mcp (@kevinwatt)](https://github.com/kevinwatt/mysql-mcp)** | An MCP server that integrates with MySQL databases, enabling secure read and write operations through LLM-driven interfaces with support for transaction handling and performance monitoring. | ⭐ 3 | 2025-02-26T13:09:01Z  
**[Mysql Mcp (@meanands)](https://github.com/meanands/mysql-mcp)** | A natural language interface that allows Claude to execute SQL queries on your local MySQL databases, enabling database interaction using natural language. | ⭐ 2 | 2025-03-12T08:56:57Z  
**[Mysql Mcp (@wwwyo)](https://github.com/wwwyo/mysql-mcp)** | Integrates with MySQL databases to enable SQL query execution, connection management, and data retrieval for applications requiring relational database interactions. | ⭐ 0 | 2025-02-23T15:13:13Z  
**[Mysql mcp server (@designcomputer)](https://github.com/designcomputer/mysql_mcp_server)** | Explore schemas and execute read-only SQL queries on MySQL databases. | ⭐ 116 | 2025-03-17T10:40:25Z  
**[Mysql Mcp Server (@xianzong85)](https://github.com/xianzong85/mysql-server-MCP-Server)** | A TypeScript-based MCP server that facilitates SQL query execution and MySQL database connectivity using environment variables. | ⭐ 0 | 2025-01-06T02:18:49Z  
**[Mysql Server (@enemyrr)](https://github.com/enemyrr/mcp-mysql-server)** | Integrates with MySQL databases to enable secure query execution, schema management, and CRUD operations for structured data access and manipulation | ⭐ 16 | 2025-03-17T08:13:58Z  
**[Mysql Server (@f4ww4z)](https://github.com/f4ww4z/mcp-mysql-server)** | This server enables AI models to interact with MySQL databases through a standardized interface. | ⭐ 17 | 2025-03-16T11:51:09Z  
**[Mysql Server (@xiangma9712)](https://github.com/xiangma9712/mysql-mcp-server)** | Enables interaction with a MySQL database via JSON commands, supporting read-only queries, test execution of write queries, and table information retrieval through Docker. | ⭐ 2 | 2025-03-13T05:44:26Z  
**[N8n Server (@leonardsellem)](https://github.com/leonardsellem/n8n-mcp-server)** | This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. | ⭐ 9 | 2025-03-17T13:29:54Z  
**[N8n Workflow Builder (@makafeli)](https://github.com/makafeli/n8n-workflow-builder)** | A server for programmatically creating and managing n8n workflows with a REST API interface, supporting workflow creation, validation, and export. | ⭐ 88 | 2025-03-17T05:01:16Z  
**[Name Origin Server (@allglenn)](https://github.com/allglenn/mcp-name-origin-server)** | Predicts the national origin of names using the Nationalize.io API, offering both individual and batch processing with probability scores for demographic analysis and cultural research. | ⭐ 0 | 2025-03-07T09:24:08Z  
**[Nasa Mcp Server (@ProgramComputer)](https://github.com/ProgramComputer/NASA-MCP-server)** | Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS. | ⭐ 1 | 2025-03-17T05:51:05Z  
**[Nash Mcp (@nash-app)](https://github.com/nash-app/nash-mcp)** | A Model Context Protocol server that enables seamless execution of commands, Python code, web content fetching, and reusable task management with secure credentials handling. | ⭐ 2 | 2025-03-16T18:37:06Z  
**[Nativewind (@tokenizin-agency)](https://github.com/tokenizin-agency/mcp-nativewind)** | Rransforms Tailwind components to NativeWind 4. | ⭐ 3 | 2025-02-15T16:45:56Z  
**[Near Intents Mcp Agentkit (@MatthewLaw1)](https://github.com/MatthewLaw1/Near-Intents-MCP-Agentkit)** | Enables AI agent and task management using the CrewAI framework, allowing users to create and run agents and tasks in an automated workflow environment. | ⭐ 3 | 2025-02-09T11:32:48Z  
**[Near Mcp (@nearai)](https://github.com/nearai/near-mcp)** | Interact with the NEAR blockchain through MCP calls | ⭐ 2 | 2025-03-17T10:45:18Z  
**[Nearby Search Mcp (@kukapay)](https://github.com/kukapay/nearby-search-mcp)** | An MCP server for nearby place searches with IP-based location detection. | ⭐ 0 | 2025-03-16T22:37:31Z  
**[Nebius (@shivaylamba)](https://github.com/shivaylamba/mcp-nebius)** | Integrates with Couchbase and Nebius AI to provide fast, scalable access to Star Wars planetary data with vector search capabilities and generated planet images. | ⭐ 0 | 2025-02-25T18:52:58Z  
**[Nebulagraph Server (@PsiACE)](https://github.com/PsiACE/nebulagraph-mcp-server)** | A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms. | ⭐ 12 | 2025-03-16T15:52:51Z  
**[Needle Mcp (@needle-ai)](https://github.com/needle-ai/needle-mcp)** | Bridges Needle AI platform with MCP servers to enable advanced natural language processing and machine learning capabilities. | ⭐ 23 | 2025-03-17T06:00:41Z  
**[Nefino (@nefino)](https://github.com/nefino/mcp-nefino)** | Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range. | ⭐ 0 | 2025-02-24T13:18:01Z  
**[Neo4j (@neo4j-contrib)](https://github.com/neo4j-contrib/mcp-neo4j)** | This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account. | ⭐ 93 | 2025-03-17T06:58:34Z  
**[Neo4j (@rebots-online)](https://github.com/rebots-online/mcp-neo4j)** | A fork of the Neo4j Model Context Protocol server that enables interaction with Neo4j knowledge graphs through environment variable configuration and improved options for remote connections. | ⭐ 1 | 2025-02-14T14:26:01Z  
**[Neo4j Server (@da-okazaki)](https://github.com/da-okazaki/mcp-neo4j-server)** | This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database. | ⭐ 20 | 2025-03-15T18:49:46Z  
**[Neodb Mcp (@xytangme)](https://github.com/xytangme/neodb-mcp)** | Integrates with NeoDB to fetch user data, search books, and retrieve book details, enabling book recommendations, reading list management, and literary analysis. | ⭐ 2 | 2025-03-11T04:58:55Z  
**[Neon (@neondatabase)](https://github.com/neondatabase/mcp-server-neon)** | The Neon MCP Server allows Claude Desktop or other MCP clients to interact with Neon for managing databases and running migrations using natural language commands. | ⭐ 105 | 2025-03-16T21:41:19Z  
**[Neon (@neondatabase-labs)](https://github.com/neondatabase-labs/mcp-server-neon)** | Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon. | ⭐ 105 | 2025-03-16T21:41:19Z  
**[Neon Mcp (@zueai)](https://github.com/zueai/neon-mcp)** | A lightweight MCP server that interacts with the Neon REST API, deployable on Cloudflare Workers for streamlined database management and integration. | ⭐ 4 | 2025-03-17T13:17:52Z  
**[Neovim Server (@bigcodegen)](https://github.com/bigcodegen/mcp-neovim-server)** | Integrates Claude Desktop with Neovim, enabling AI-enhanced coding assistance within the familiar Vim environment through direct interaction with buffers and commands. | ⭐ 51 | 2025-03-16T13:03:01Z  
**[Netlify Mcp Server (@DynamicEndpoints)](https://github.com/DynamicEndpoints/Netlify-MCP-Server)** | Integrates with Netlify's API to enable automated web deployment, serverless function management, and continuous deployment workflows for AI applications. | ⭐ 2 | 2025-03-15T18:36:48Z  
**[Netskope Mcp (@johnneerdael)](https://github.com/johnneerdael/netskope-mcp)** | Provides tools for managing Netskope infrastructure, policies, and steering configurations via the Model Context Protocol. | ⭐ 1 | 2025-02-26T10:48:41Z  
**[Neurolora (@aindreyway)](https://github.com/aindreyway/mcp-neurolora)** | Provides tools for collecting and documenting code from directories. | ⭐ 12 | 2025-03-14T05:41:27Z  
**[Neurolora P (@aindreyway)](https://github.com/aindreyway/mcp-server-neurolora-p)** | MCP server for collecting code from files and directories into a single markdown document. | ⭐ 4 | 2025-03-10T13:56:24Z  
**[New Mcp (@bartekke8it56w2)](https://github.com/bartekke8it56w2/new-mcp)** | An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation. | ⭐ 3 | 2025-03-14T18:23:55Z  
**[Nexus Claude Desktop Server (@wesnermichel)](https://github.com/wesnermichel/nexus-mcp-claude-desktop-server)** | Integrates Claude Desktop with VSCode, enabling file access and manipulation within specified workspace directories for seamless AI-assisted development workflows. | ⭐ 4 | 2025-03-15T01:00:21Z  
**[Nhl Go (@carsonjones)](https://github.com/carsonjones/nhl-go)** | Integrates with NHL data sources to provide real-time game updates, player stats, and league standings for sports analysis and fantasy hockey applications. | ⭐ 1 | 2025-02-10T21:03:45Z  
**[Nile Server (@niledatabase)](https://github.com/niledatabase/nile-mcp-server)** | MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs | ⭐ 13 | 2025-03-17T11:52:56Z  
**[Nmap Server (@PhialsBasement)](https://github.com/PhialsBasement/nmap-mcp-server)** | Integrates NMAP to enable network scanning, security assessments, and automated penetration testing on Windows systems. | ⭐ 1 | 2025-02-27T05:25:30Z  
**[Node Fetch (@mcollina)](https://github.com/mcollina/mcp-node-fetch)** | An MCP server that enables fetching web content using the Node.js undici library, supporting various HTTP methods, content formats, and request configurations. | ⭐ 8 | 2025-03-12T12:39:50Z  
**[Node Omnibus Server (@bsmi021)](https://github.com/bsmi021/mcp-node-omnibus-server)** | Enables AI-assisted Node.js and TypeScript development optimized for popular frameworks, offering code generation, debugging, and project management capabilities. | ⭐ 2 | 2025-03-11T19:31:08Z  
**[Nodejs Server (@gentoro-GT)](https://github.com/gentoro-GT/mcp-nodejs-server)** | MCP Server for the Gentoro services, enabling Claude to interact with Gentoro, which allows users to create and integrate tools into a common Bridge, defining all available capabilities. | ⭐ 2 | 2024-12-19T18:56:31Z  
**[Nostr Mcp (@AbdelStark)](https://github.com/AbdelStark/nostr-mcp)** | A Model Context Protocol (MCP) server enabling AI models to interact with the Nostr network, facilitating note posting and interaction with the freedom of speech protocol. | ⭐ 16 | 2025-03-16T14:28:52Z  
**[Nostrdb Mcp (@damus-io)](https://github.com/damus-io/nostrdb-mcp)** | Integrates with nostrdb to enable local Nostr data querying and analysis. | ⭐ 5 | 2025-03-06T19:19:07Z  
**[Notes (@truaxki)](https://github.com/truaxki/mcp-notes)** | An MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme. | ⭐ 6 | 2025-03-08T13:10:10Z  
**[Notion (@ramidecodes)](https://github.com/ramidecodes/mcp-server-notion)** | Integrates with the Notion API to enable searching, querying databases, managing pages and blocks, and handling users and comments for content management and collaborative document editing. | ⭐ 0 | 2025-03-11T12:26:29Z  
**[Notion (@seonglae)](https://github.com/seonglae/mcp-notion)** | This TypeScript-based MCP server allows users to manage a simple notes system through creating and summarizing text notes using Model Context Protocol (MCP). | ⭐ 4 | 2025-03-16T23:42:25Z  
**[Notion Api Mcp (@pbohannon)](https://github.com/pbohannon/notion-api-mcp)** | Enables advanced todo list management and content organization using Notion's API, supporting features like creating databases, dynamic filtering, and collaborative task tracking. | ⭐ 8 | 2025-03-17T01:16:30Z  
**[Notion Mcp (@Badhansen)](https://github.com/Badhansen/notion-mcp)** | A Model Context Protocol server that integrates with Notion's API to manage personal todo lists, allowing users to view, add, and update tasks directly from Claude. | ⭐ 3 | 2025-03-15T21:05:15Z  
**[Notion Mcp (@ccabanillas)](https://github.com/ccabanillas/notion-mcp)** | A Model Context Protocol server that provides a standardized interface for interacting with Notion's API, enabling users to list databases, create pages, and search across their Notion workspace. | ⭐ 36 | 2025-03-16T19:56:45Z  
**[Notion mcp (@danhilse)](https://github.com/danhilse/notion_mcp)** | MCP server that enables AI assistants to manage a minimalist Notion todo list through a simple API interface. | ⭐ 110 | 2025-03-16T23:50:10Z  
**[Notion mcp server (@rickydata-indexer)](https://github.com/rickydata-indexer/notion_mcp_server)** | An MCP server that connects to your Notion knowledge base, allowing you to query and retrieve information directly from VSCode using the Cline extension. | ⭐ 0 | 2025-01-09T14:25:42Z  
**[Notion Server (@arre-ankit)](https://github.com/arre-ankit/notion-mcp-server)** | A simple server that integrates with Claude to allow querying and manipulating Notion pages and databases through natural language prompts. | ⭐ 0 | 2024-12-06T06:41:48Z  
**[Notion Server (@gabornyergesX)](https://github.com/gabornyergesX/mcp-notion-server)** | A bridge between Claude AI and Notion that enables users to interact with Notion databases and pages through natural language, supporting operations like creating, reading, updating, and deleting content. | ⭐ 0 | 2024-12-12T10:09:39Z  
**[Notion Server (@orbit-logistics)](https://github.com/orbit-logistics/notion-mcp-server)** | Integrates with Notion API to enable natural language-driven content management, knowledge base interactions, and automated workspace operations. | ⭐ 14 | 2025-03-17T01:55:13Z  
**[Notion Server (@SAhmadUmass)](https://github.com/SAhmadUmass/notion-mcp-server)** | A Model Context Protocol server that enables Claude and other LLMs to interact with Notion workspaces, providing capabilities like searching, retrieving, creating and updating pages, as well as managing databases. | ⭐ 1 | 2025-03-06T20:53:02Z  
**[Notion Server (@suekou)](https://github.com/suekou/mcp-notion-server)** | MCP Server for the Notion API, enabling Claude to interact with Notion workspaces. | ⭐ 239 | 2025-03-17T12:44:46Z  
**[Notion Server (@v-3)](https://github.com/v-3/notion-server)** | Enables Language Models to interact with Notion workspaces through standardized tools for searching, reading, creating, and updating pages and databases. | ⭐ 32 | 2025-03-17T13:33:06Z  
**[Notionmcp (@Sjotie)](https://github.com/Sjotie/notionMCP)** | A Model Context Protocol server that connects Claude and other AI assistants to your Notion workspace, allowing AIs to interact with databases, pages, and blocks. | ⭐ 5 | 2025-03-15T21:42:57Z  
**[Notmuch Sendmail (@runekaagaard)](https://github.com/runekaagaard/mcp-notmuch-sendmail)** | An email assistant server that connects Claude Desktop to notmuch email databases, allowing users to search emails, view threads, compose new messages, and reply to conversations with markdown formatting. | ⭐ 2 | 2025-03-09T21:18:19Z  
**[Npm Search Server (@btwiuse)](https://github.com/btwiuse/npm-search-mcp-server)** | MCP server for searching npm packages | ⭐ 7 | 2025-03-16T18:48:40Z  
**[Nps mcp (@amysatterlee)](https://github.com/amysatterlee/nps_mcp)** | Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications. | ⭐ 1 | 2025-02-04T20:22:22Z  
**[Npx Fetch (@tokenizin-agency)](https://github.com/tokenizin-agency/mcp-npx-fetch)** | A powerful MCP server for fetching and transforming web content into various formats (HTML, JSON, Markdown, Plain Text) with ease. | ⭐ 12 | 2025-03-16T10:58:20Z  
**[Nrepl Mcp (@cat-state)](https://github.com/cat-state/nrepl-mcp)** | Bridges Anthropic's Model Control Protocol with Basilisp's nREPL server, enabling direct execution of Basilisp code, documentation retrieval, namespace exploration, and Python interoperability. | ⭐ 0 | 2025-03-07T21:53:15Z  
**[Nrepl Server (@JohanCodinha)](https://github.com/JohanCodinha/nrepl-mcp-server)** | Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode. | ⭐ 12 | 2025-03-14T23:59:06Z  
**[Ns Server (@r-huijts)](https://github.com/r-huijts/ns-mcp-server)** | An MCP server that provides access to NS (Dutch Railways) travel information. | ⭐ 15 | 2025-03-15T21:10:49Z  
**[Ntropy Mcp (@ntropy-network)](https://github.com/ntropy-network/ntropy-mcp)** | Enables enriching banking data with the Ntropy API, providing tools to create account holders and enrich transactions efficiently. | ⭐ 1 | 2025-03-09T02:05:35Z  
**[Ntropy Mcp (@smithery-ai)](https://github.com/smithery-ai/ntropy-mcp)** | Enables enrichment of banking data through the Ntropy API, including creating account holders and enriching transaction details. | ⭐ 0 | 2025-02-24T07:18:25Z  
**[Nuanced Mcp (@MattMorgis)](https://github.com/MattMorgis/nuanced-mcp)** | An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories. | ⭐ 5 | 2025-03-09T19:53:25Z  
**[Numpy Mcp (@colesmcintosh)](https://github.com/colesmcintosh/numpy-mcp)** | A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude. | ⭐ 0 | 2025-03-04T05:11:27Z  
**[Nutjs Windows Control (@Cheffromspace)](https://github.com/Cheffromspace/nutjs-windows-control)** | A Windows control server leveraging nut.js and Model Context Protocol to provide programmatic control over mouse, keyboard, windows, and other system operations. | ⭐ 10 | 2025-03-16T17:57:25Z  
**[Nuxt Mcp (@antfu)](https://github.com/antfu/nuxt-mcp)** | A server that helps AI models better understand Vite/Nuxt applications, providing enhanced context awareness for development support. | ⭐ 244 | 2025-03-17T13:43:36Z  
**[Nyt (@angheljf)](https://github.com/angheljf/nyt)** | Access and analyze recent news articles from the NYT API. | ⭐ 8 | 2025-03-10T15:45:37Z  
**[Oatpp Mcp (@oatpp)](https://github.com/oatpp/oatpp-mcp)** | C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. | ⭐ 19 | 2025-03-15T10:37:58Z  
**[Obsidian (@calclavia)](https://github.com/calclavia/mcp-obsidian)** | A connector to allow Claude Desktop or any MCP client to read and search Markdown notes, such as those in an Obsidian vault. | ⭐ 392 | 2025-03-17T05:21:16Z  
**[Obsidian (@kazuph)](https://github.com/kazuph/mcp-obsidian)** | Integrates with Obsidian vaults, enabling natural language queries and updates to notes through secure read/write access. | ⭐ 3 | 2025-03-15T16:05:41Z  
**[Obsidian (@MarkusPfundstein)](https://github.com/MarkusPfundstein/mcp-obsidian)** | Access and modify notes in Obsidian vaults via REST API. | ⭐ 280 | 2025-03-17T07:29:09Z  
**[Obsidian (@smithery-ai)](https://github.com/smithery-ai/mcp-obsidian)** | Search and analyze Markdown notes in Obsidian vaults. | ⭐ 392 | 2025-03-17T05:21:16Z  
**[Obsidian Index (@tcsavage)](https://github.com/tcsavage/mcp-obsidian-index)** | Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol. | ⭐ 5 | 2025-03-09T01:50:15Z  
**[Obsidian Jsoncanvas (@Cam10001110101)](https://github.com/Cam10001110101/mcp-server-obsidian-jsoncanvas)** | A Model Context Protocol server that enables creating, modifying, and validating infinite canvas data structures according to the JSON Canvas 1.0 specification. | ⭐ 0 | 2025-03-03T23:33:29Z  
**[Obsidian Mcp (@StevenStavrakis)](https://github.com/StevenStavrakis/obsidian-mcp)** | Integrates with Obsidian to enable natural language-based note creation, editing, and management within vaults. | ⭐ 103 | 2025-03-17T05:21:21Z  
**[Obsidian Mcp (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/obsidian-mcp)** | Integrates with Obsidian vaults to enable querying, creating, and modifying notes for enhanced personal knowledge management workflows. | ⭐ 9 | 2025-02-27T16:29:12Z  
**[Obsidian Omnisearch (@anpigon)](https://github.com/anpigon/mcp-server-obsidian-omnisearch)** | Provides programmatic search functionality for Obsidian vaults through a REST API interface, allowing external applications to search through notes and retrieve absolute paths to matching documents. | ⭐ 4 | 2025-01-23T19:34:35Z  
**[Obsidian Rest (@PublikPrinciple)](https://github.com/PublikPrinciple/obsidian-mcp-rest)** | Provides a standardized interface for AI assistants to interact with Obsidian vaults through a local REST API, enabling reading, writing, searching, and managing notes. | ⭐ 29 | 2025-03-15T01:18:43Z  
**[Obsidian Server (@cyanheads)](https://github.com/cyanheads/obsidian-mcp-server)** | Enables interaction with Obsidian vaults for file operations, content search, and metadata management, facilitating note-taking and knowledge base organization. | ⭐ 27 | 2025-03-15T21:18:29Z  
**[Obsidian Tools (@jacksteamdev)](https://github.com/jacksteamdev/obsidian-mcp-tools)** | Integrates AI-powered tools with Obsidian for enhanced note-taking, linking, and knowledge management workflows. | ⭐ 46 | 2025-03-17T13:09:20Z  
**[Oceanbase mcp server (@yuanoOo)](https://github.com/yuanoOo/oceanbase_mcp_server)** | (by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. | ⭐ 2 | 2025-03-13T03:58:24Z  
**[Office (@famano)](https://github.com/famano/mcp-server-office)** | A server providing tools to read, write, and edit Microsoft Word (docx) files through the Model Context Protocol, allowing operations like complete document reading, content creation, targeted paragraph editing, and text insertion. | ⭐ 0 | 2025-02-09T06:28:10Z  
**[Okta Server (@kapilduraphe)](https://github.com/kapilduraphe/okta-mcp-server)** | Interact with Okta API. | ⭐ 3 | 2025-03-14T21:44:11Z  
**[Okx Mcp (@esshka)](https://github.com/esshka/okx-mcp)** | Provides real-time cryptocurrency price data from OKX exchange through a Model Context Protocol interface, allowing access to historical candlestick data and current market prices for any trading instrument. | ⭐ 2 | 2025-03-10T03:49:18Z  
**[Ollama (@emgeee)](https://github.com/emgeee/mcp-ollama)** | MCP Ollama server integrates Ollama models with MCP clients, allowing users to list models, get detailed information, and interact with them through questions. | ⭐ 11 | 2025-03-17T00:59:57Z  
**[Ollama (@vincentf305)](https://github.com/vincentf305/mcp-server-ollama)** | Bridges to Ollama, enabling local language model capabilities for writing assistance, code generation, and data analysis. | ⭐ 0 | 2025-03-16T15:32:00Z  
**[Ollama Db (@robdodson)](https://github.com/robdodson/ollama-mcp-db)** | Integrates natural language querying with PostgreSQL databases to enable AI-interpreted data analysis without manual SQL writing. | ⭐ 27 | 2025-03-16T19:13:50Z  
**[Ollama Deep Researcher (@Cam10001110101)](https://github.com/Cam10001110101/mcp-server-ollama-deep-researcher)** | This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama | ⭐ 3 | 2025-03-11T07:58:04Z  
**[Ollama Mcp (@NightTrek)](https://github.com/NightTrek/Ollama-mcp)** | A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing users to manage and run AI models locally with full API coverage. | ⭐ 23 | 2025-03-17T13:32:40Z  
**[Ollama Mcp (@rawveg)](https://github.com/rawveg/ollama-mcp)** | Integrates Ollama's local LLM models with MCP-compatible applications, enabling on-premise AI processing and custom model deployment while maintaining data control. | ⭐ 13 | 2025-03-16T05:10:54Z  
**[Olostep Server (@olostep)](https://github.com/olostep/olostep-mcp-server)** | Searching google, individual websites and scraping their content. Fast and cost-effective. | ⭐ 0 | 2025-03-13T07:15:22Z  
**[Omniparser Autogui Mcp (@NON906)](https://github.com/NON906/omniparser-autogui-mcp)** | Integrates computer vision and automation libraries to enable AI-assisted control of desktop applications through visual analysis and GUI interactions. | ⭐ 9 | 2025-03-16T14:25:42Z  
**[Onchain Mcp (@bankless)](https://github.com/bankless/onchain-mcp)** | Query Onchain data, like ERC20 tokens, transaction history, smart contract state. | ⭐ 2 | 2025-03-17T14:04:15Z  
**[Onchainsdevmcp (@nonomnonom)](https://github.com/nonomnonom/onchainsDevMCP)** | Provides a Docker-based development environment for building and testing MCP-compatible applications using TypeScript, Express.js, and Bun runtime. | ⭐ 1 | 2025-02-25T04:45:20Z  
**[Onenote (@rajvirtual)](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote)** | (by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote. | ⭐ 0 | 2025-03-12T22:33:39Z  
**[Onesies (@samsel)](https://github.com/samsel/onesies)** | Enables macOS volume control via osascript, providing mute and unmute functionality for system audio management. | ⭐ 0 | 2025-01-20T21:58:25Z  
**[Onesignal Mcp (@WeirdBrains)](https://github.com/WeirdBrains/onesignal-mcp)** | Integrates with OneSignal to manage push notifications, emails, and SMS across multiple applications with support for device management, segmentation, and template operations. | ⭐ 0 | 2025-03-08T21:30:29Z  
**[Open Deep Research (@microsoft)](https://github.com/microsoft/semanticworkbench/tree/HEAD/mcp-servers/mcp-server-open-deep-research)** | Wraps the HuggingFace Open Deep Research project, built on their smolagents library, making the project available for use with MCP clients, such as AI assistants. | ⭐ 165 | 2025-03-17T00:36:37Z  
**[Open Ledger Mcp Server (@openledger)](https://github.com/openledger/Open-Ledger-MCP-Server)** | Integrates with OpenLedger API to enable financial data interactions and accounting operations, supporting AI-driven financial management tasks like automated bookkeeping and transaction analysis. | ⭐ 8 | 2025-03-11T06:23:19Z  
**[Openai (@mzxrai)](https://github.com/mzxrai/mcp-openai)** | Generate text using OpenAI's language models. | ⭐ 27 | 2025-02-28T23:44:21Z  
**[Openai (@pierrebrunelle)](https://github.com/pierrebrunelle/mcp-server-openai)** | Leverage OpenAI's language models through a standardized interface. | ⭐ 45 | 2025-03-17T01:15:36Z  
**[Openai (@thadius83)](https://github.com/thadius83/mcp-server-openai)** | Integrates with OpenAI's API to enable direct querying of various language models, supporting efficient text generation and question answering tasks. | ⭐ 1 | 2025-03-06T04:20:49Z  
**[Openai Mcp (@arthurcolle)](https://github.com/arthurcolle/openai-mcp)** | A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture. | ⭐ 6 | 2025-03-16T19:15:38Z  
**[Openai Mcp (@jezweb)](https://github.com/jezweb/openai-mcp)** | Integrates with OpenAI's DALL-E API to enable image generation with fine-grained control over parameters including model selection, size, quality, and style through a command-line interface. | ⭐ 0 | 2025-03-15T10:16:56Z  
**[Openai Server (@AllAboutAI-YT)](https://github.com/AllAboutAI-YT/mcp-servers/tree/HEAD/openai-server)** | Make calls to OpenAI's chat completions. | ⭐ 62 | 2025-03-16T01:37:31Z  
**[Openai Tool2mcp (@alohays)](https://github.com/alohays/openai-tool2mcp)** | A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models. | ⭐ 7 | 2025-03-16T17:19:54Z  
**[Openai Websearch Mcp (@ConechoAI)](https://github.com/ConechoAI/openai-websearch-mcp)** | One click installation & Configuration，access to OpenAI's websearch functionality through the Model Context Protocol。 | ⭐ 5 | 2025-03-16T13:01:58Z  
**[Openapi (@rmasters)](https://github.com/rmasters/mcp-openapi)** | An MCP server that exposes HTTP methods defined in an OpenAPI specification as tools, enabling interaction with APIs via the Model Context Protocol. | ⭐ 2 | 2025-02-27T09:47:17Z  
**[Openapi Client Generator Mcp (@orhanveli)](https://github.com/orhanveli/openapi-client-generator-mcp)** | A TypeScript-based MCP server that generates API clients from OpenAPI specifications, allowing automated code generation through natural language. | ⭐ 0 | 2025-03-12T10:40:36Z  
**[Openapi Proxy (@matthewhand)](https://github.com/matthewhand/mcp-openapi-proxy)** | Dynamically exposes REST APIs defined by OpenAPI specifications as MCP tools, enabling seamless integration of external services into workflows. | ⭐ 6 | 2025-03-11T19:50:44Z  
**[Openapi Schema (@hannesj)](https://github.com/hannesj/mcp-openapi-schema)** | Transforms OpenAPI specifications into YAML-formatted tools for exploring API paths, operations, parameters, schemas, and security definitions, enabling seamless API documentation navigation and understanding. | ⭐ 4 | 2025-03-16T19:13:30Z  
**[Openapi Server (@ivo-toby)](https://github.com/ivo-toby/mcp-openapi-server)** | A server that enables Large Language Models to discover and interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol. | ⭐ 29 | 2025-03-17T08:48:34Z  
**[Openapi Server (@snaggle-ai)](https://github.com/snaggle-ai/openapi-mcp-server)** | Convert OpenAPI specs into usable MCP endpoints. | ⭐ 277 | 2025-03-17T13:04:00Z  
**[Opencti Mcp (@Spathodea-Network)](https://github.com/Spathodea-Network/opencti-mcp)** | Integrates with OpenCTI to query and manipulate threat intelligence data, enabling automated analysis and enrichment of cyber threat information. | ⭐ 5 | 2025-02-06T22:19:40Z  
**[Opendal (@Xuanwo)](https://github.com/Xuanwo/mcp-server-opendal)** | Integrates with OpenDAL to provide unified access to diverse storage backends, enabling LLMs to read from and write to various storage systems for data management tasks. | ⭐ 25 | 2025-03-13T16:02:19Z  
**[Opendatamcp (@OpenDataMCP)](https://github.com/OpenDataMCP/OpenDataMCP)** | Access to many public datasets right from your LLM application. | ⭐ 85 | 2025-03-17T04:38:56Z  
**[Opendota Server (@asusevski)](https://github.com/asusevski/opendota-mcp-server)** | Model Context Protocol server that enables LLMs and AI assistants to retrieve real-time Dota 2 statistics, match data, player information, and game metrics through a standardized interface. | ⭐ 4 | 2025-03-12T22:32:05Z  
**[Openhue Server (@lsemenenko)](https://github.com/lsemenenko/openhue-mcp-server)** | Enables control of Philips Hue lights through Claude and other LLM interfaces using the OpenHue CLI. | ⭐ 3 | 2025-03-07T14:49:36Z  
**[Openmetadata (@yangkyeongmo)](https://github.com/yangkyeongmo/mcp-server-openmetadata)** | Integrates with OpenMetadata to enable querying and manipulating metadata across data assets for governance, cataloging, and lineage tracking. | ⭐ 1 | 2025-03-12T18:13:40Z  
**[Openrouterai (@heltonteixeira)](https://github.com/heltonteixeira/openrouterai)** | Unifies access to diverse AI models via OpenRouter, enabling flexible model selection and usage for applications like chatbots and content generation. | ⭐ 24 | 2025-03-15T03:10:59Z  
**[Openrpc Mpc Server (@shanejonas)](https://github.com/shanejonas/openrpc-mpc-server)** | A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC. | ⭐ 24 | 2025-03-15T18:23:42Z  
**[Opensearch (@ibrooksSDX)](https://github.com/ibrooksSDX/mcp-server-opensearch)** | Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine. | ⭐ 0 | 2025-02-18T17:06:21Z  
**[Opik Mcp (@comet-ml)](https://github.com/comet-ml/opik-mcp)** | An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments. | ⭐ 9 | 2025-03-15T16:24:01Z  
**[Optimized Memory Server (@AgentWong)](https://github.com/AgentWong/optimized-memory-mcp-server)** | A persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations. | ⭐ 4 | 2025-03-17T01:39:33Z  
**[Optionsflow (@twolven)](https://github.com/twolven/mcp-optionsflow)** | A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data. | ⭐ 4 | 2025-03-16T16:36:03Z  
**[Orchestrator Server (@mokafari)](https://github.com/mokafari/orchestrator-server)** | A server for task orchestration and coordination, facilitating task management with dependencies, multi-instance collaboration, and persistent task tracking. | ⭐ 13 | 2025-03-15T01:02:35Z  
**[Ortools (@Jacck)](https://github.com/Jacck/mcp-ortools)** | Integrates Google's OR-Tools to solve constraint satisfaction and optimization problems for decision-making in logistics and operations research. | ⭐ 4 | 2025-03-14T12:33:36Z  
**[Osm Mcp (@wiseman)](https://github.com/wiseman/osm-mcp)** | Provides direct access to OpenStreetMap geospatial data through SQL queries, enabling location-based analysis and extraction of structured information about geographic features from the complete OSM dataset. | ⭐ 1 | 2025-03-17T09:01:53Z  
**[Osp marketing tools (@open-strategy-partners)](https://github.com/open-strategy-partners/osp_marketing_tools)** | Content and product marketing tools, including a standardized editing code system, writing guidelines, web metadata generator, and product communication framework. | ⭐ 60 | 2025-03-17T06:45:18Z  
**[Otc (@otc-ai)](https://github.com/otc-ai/mcp-otc)** | Fork from Etherscan dedicated for chain-id 175 | ⭐ 0 | 2025-02-22T17:59:03Z  
**[Otzaria Server (@Sivan22)](https://github.com/Sivan22/mcp-otzaria-server)** | An MCP server that provides powerful search capabilities for Jewish texts and literature. This server enables Large Language Models to search and reference Jewish texts through a standardized interface. | ⭐ 10 | 2025-03-10T17:49:59Z  
**[Oura Server (@tomekkorbak)](https://github.com/tomekkorbak/oura-mcp-server)** | Enables querying sleep, readiness, and resilience data from the Oura API via the Model Context Protocol (MCP), allowing natural language interaction and seamless integration with tools like Claude. | ⭐ 6 | 2025-03-11T10:01:09Z  
**[Outlook calendar mcp (@merajmehrabi)](https://github.com/merajmehrabi/Outlook_Calendar_MCP)** | The Outlook Calendar MCP enables Claude to directly manage Microsoft Outlook calendars on Windows systems, offering a privacy-focused solution that keeps all data local. Users can view events, create meetings, find free time slots, and manage multiple calendars without their data leaving their machi | ⭐ 4 | 2025-03-15T07:44:05Z  
**[Outlook Email (@Cam10001110101)](https://github.com/Cam10001110101/mcp-server-outlook-email)** | Processes emails from Outlook with date filtering, storing them in SQLite databases while generating vector embeddings for semantic search capabilities in MongoDB. | ⭐ 2 | 2025-03-15T07:47:21Z  
**[Overseerr Server (@jmagar)](https://github.com/jmagar/overseerr-mcp-server)** | Allows Claude to interact with Overseerr, enabling users to search, request, and manage media for their Plex library through natural language. | ⭐ 0 | 2025-03-13T23:33:03Z  
**[Oxylabs Mcp (@oxylabs)](https://github.com/oxylabs/oxylabs-mcp)** | Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. | ⭐ 6 | 2025-03-07T16:05:05Z  
**[Pa Ai Agent (@zhangzhongnan928)](https://github.com/zhangzhongnan928/mcp-pa-ai-agent)** | A versatile Model Context Protocol server that enables AI assistants to manage calendars, track tasks, handle emails, search the web, and control smart home devices. | ⭐ 1 | 2025-03-16T04:55:39Z  
**[Package Docs (@sammcj)](https://github.com/sammcj/mcp-package-docs)** | Provides efficient access to NPM/Go/Python package documentation through smart parsing and caching, enabling quick retrieval of up-to-date library information. | ⭐ 22 | 2025-03-17T13:46:33Z  
**[Package Documentation Mcp (@cdugo)](https://github.com/cdugo/package-documentation-mcp)** | Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys. | ⭐ 8 | 2025-03-17T05:11:10Z  
**[Package Version (@sammcj)](https://github.com/sammcj/mcp-package-version)** | Get package version data from npm and PyPI registries to assist with dependency management. | ⭐ 43 | 2025-03-17T01:10:37Z  
**[Pagespeed (@enemyrr)](https://github.com/enemyrr/mcp-server-pagespeed)** | Enables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions. | ⭐ 1 | 2025-02-13T16:31:29Z  
**[Pagespeed Mcp Server (@PhialsBasement)](https://github.com/PhialsBasement/Pagespeed-MCP-Server)** | Integrates Google's PageSpeed Insights API to provide detailed web performance metrics and optimization recommendations for websites. | ⭐ 3 | 2025-01-30T01:20:28Z  
**[Pancakeswap Poolspy Mcp (@kukapay)](https://github.com/kukapay/pancakeswap-poolspy-mcp)** | An MCP server that tracks newly created liquidity pools on Pancake Swap. | ⭐ 0 | 2025-03-17T06:35:54Z  
**[Pandoc (@vivekVells)](https://github.com/vivekVells/mcp-pandoc)** | MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. | ⭐ 77 | 2025-03-17T13:56:55Z  
**[Paperless Mcp (@nloui)](https://github.com/nloui/paperless-mcp)** | Integrates with Paperless-NGX API to provide document management operations including listing, searching, editing, and uploading for efficient organization and retrieval of digital files. | ⭐ 18 | 2025-03-15T08:37:27Z  
**[Papersearch (@Lincest)](https://github.com/Lincest/mcp-papersearch)** | Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories. | ⭐ 4 | 2025-03-07T08:58:20Z  
**[Paradex Py (@sv)](https://github.com/sv/mcp-paradex-py)** | A Model Context Protocol server implementation that enables AI assistants to interact with the Paradex perpetual futures trading platform, allowing for retrieving market data, managing trading accounts, placing orders, and monitoring positions. | ⭐ 1 | 2025-03-14T08:35:04Z  
**[Party Time Mcp (@idyll)](https://github.com/idyll/party-time-mcp)** | Provides a fun, lighthearted time-telling service that always responds with 'It's Party Time' when queried. | ⭐ 0 | 2025-03-06T01:15:11Z  
**[Payloadcmsmcp (@Matmax-Worldwide)](https://github.com/Matmax-Worldwide/payloadcmsmcp)** | Enables management of Payload CMS projects through natural language commands, allowing developers to create, configure, and deploy content models with conversational AI. | ⭐ 9 | 2025-03-17T12:56:20Z  
**[Paypal Java Server (@kumartheashwani)](https://github.com/kumartheashwani/paypal-java-mcp-server)** | Integrates with PayPal's Java API to provide payment processing analysis tools, including authorization rate analysis and a basic calculator, supporting both REST and JSON-RPC interfaces for versatile deployment. | ⭐ 0 | 2025-03-06T16:20:53Z  
**[Paypal Mcp (@DynamicEndpoints)](https://github.com/DynamicEndpoints/Paypal-MCP)** | This is an MCP server to manage PayPal | ⭐ 0 | 2025-03-15T18:36:29Z  
**[Pdf Extraction Server (@xraywu)](https://github.com/xraywu/mcp-pdf-extraction-server)** | An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection. | ⭐ 2 | 2025-03-12T08:47:35Z  
**[Pdf Generator Server (@ivarvd-hldng)](https://github.com/ivarvd-hldng/pdf-generator-mcp-server)** | Combines PDFKit and Puppeteer to generate PDFs from HTML content and programmatic layouts, enabling versatile document creation and web page snapshots. | ⭐ 0 | 2024-12-05T11:09:14Z  
**[Pdf Reader Mcp (@trafflux)](https://github.com/trafflux/pdf-reader-mcp)** | Provides tools for reading and extracting text from PDF files, supporting both local files and URLs. | ⭐ 1 | 2025-03-08T05:59:29Z  
**[Pdf Tools (@hanweg)](https://github.com/hanweg/mcp-pdf-tools)** | mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdfs-ordered (merge in user spec. order) • find-related-pdfs (regex extracted text for related PDF files) | ⭐ 15 | 2025-03-11T10:17:27Z  
**[Pdf2png (@truaxki)](https://github.com/truaxki/mcp-Pdf2png)** | A Model Context Protocol server that converts PDF documents into PNG images through a simple MCP tool call. | ⭐ 1 | 2025-01-31T00:28:33Z  
**[Pdfsearch Zed (@freespirit)](https://github.com/freespirit/pdfsearch-zed)** | Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings. | ⭐ 2 | 2025-03-11T06:44:01Z  
**[Peakmojo (@peakmojo)](https://github.com/peakmojo/mcp-server-peakmojo)** | A Python server implementation that enables integration with the PeakMojo API, providing access to various resources like users, personas, scenarios, and tools for managing PeakMojo functionality. | ⭐ 0 | 2025-02-09T00:08:12Z  
**[Penrose Mcp (@bmorphism)](https://github.com/bmorphism/penrose-mcp)** | Integrates with Penrose's domain-specific languages to generate mathematical diagrams from natural language inputs. | ⭐ 1 | 2025-03-17T00:03:24Z  
**[Perplexity (@daniel-lxs)](https://github.com/daniel-lxs/mcp-perplexity)** | MCP Server for the Perplexity API. | ⭐ 38 | 2025-03-12T21:50:00Z  
**[Perplexity (@mkusaka)](https://github.com/mkusaka/mcp-server-perplexity)** | Integrates with Perplexity AI's search capabilities to enable AI-powered web search queries using TypeScript and the OpenAI SDK. | ⭐ 1 | 2025-02-11T07:12:56Z  
**[Perplexity (@tanigami)](https://github.com/tanigami/mcp-server-perplexity)** | Interacting with Perplexity API. | ⭐ 43 | 2025-03-16T23:34:02Z  
**[Perplexity Insight Mcp (@TheoLawrence86)](https://github.com/TheoLawrence86/perplexity-insight-MCP)** | Integrates with Perplexity AI to enable real-time question answering and web search capabilities through customizable tools for direct questions and web queries across multiple Perplexity models. | ⭐ 0 | 2025-03-16T10:31:49Z  
**[Perplexity Mcp (@DaInfernalCoder)](https://github.com/DaInfernalCoder/perplexity-mcp)** | Integrates with Perplexity Sonar Pro API to provide real-time research assistance for developers, enabling efficient documentation retrieval, API discovery, and code analysis | ⭐ 139 | 2025-03-16T17:43:00Z  
**[Perplexity Mcp (@jaacob)](https://github.com/jaacob/perplexity-mcp)** | Facilitates web search capabilities using Perplexity's API, allowing users to retrieve search results through Claude's interface. | ⭐ 1 | 2025-03-16T18:14:18Z  
**[Perplexity Mcp (@jsonallen)](https://github.com/jsonallen/perplexity-mcp)** | Integrates with Perplexity AI API to enable web search capabilities for retrieving up-to-date information across domains. | ⭐ 62 | 2025-03-17T08:44:49Z  
**[Perplexity Mcp (@nachoal)](https://github.com/nachoal/perplexity-mcp)** | Integrates with the Perplexity API to provide web search functionality, enabling real-time information retrieval with time-based filtering and result summarization. | ⭐ 8 | 2025-03-16T10:12:32Z  
**[Perplexity Mcp (@RossH121)](https://github.com/RossH121/perplexity-mcp)** | Enhances Claude with intelligent web search capabilities through Perplexity API, automatically selecting optimal models based on query intent while supporting customizable domain and recency filtering. | ⭐ 0 | 2025-03-12T20:01:33Z  
**[Perplexity Search (@spences10)](https://github.com/spences10/mcp-perplexity-search)** | Integrates with Perplexity's web search API to enable real-time fact-checking, research, and content generation using up-to-date information. | ⭐ 6 | 2025-03-15T07:15:39Z  
**[Perplexity Server (@fr0ziii)](https://github.com/fr0ziii/perplexity-mcp-server)** | This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems. | ⭐ 2 | 2025-02-17T16:51:08Z  
**[Perplexity Server (@gomcpgo)](https://github.com/gomcpgo/perplexity-mcp-server)** | Integrates Perplexity's question-answering capabilities, enabling natural language understanding and information retrieval for applications like chatbots and research tools. | ⭐ 1 | 2025-03-12T06:10:14Z  
**[Perplexity Server (@laodev1)](https://github.com/laodev1/perplexity-mcp-server)** | Integrates with Perplexity AI's language models, enabling enhanced interactions through chat completions and single-query tools. | ⭐ 6 | 2025-03-12T21:47:44Z  
**[Perplexity Server (@PoliTwit1984)](https://github.com/PoliTwit1984/mcp-perplexity-server)** | Integrates Perplexity AI to provide intelligent coding assistance for tasks like code analysis, generation, and problem-solving across various programming languages. | ⭐ 10 | 2025-02-26T03:52:39Z  
**[Perplexity Server (@rileyedwards77)](https://github.com/rileyedwards77/perplexity-mcp-server)** | Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems. | ⭐ 0 | 2025-02-17T12:01:45Z  
**[Perplexity Server (@spragginsdesigns)](https://github.com/spragginsdesigns/perplexity-mcp-server)** | This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface. | ⭐ 2 | 2025-03-09T11:52:56Z  
**[Perplexity Tool (@letsbuildagent)](https://github.com/letsbuildagent/perplexity-tool)** | A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations. | ⭐ 2 | 2025-03-04T11:31:49Z  
**[Perplexity Zerver (@wysh3)](https://github.com/wysh3/perplexity-mcp-zerver)** | advance mcp server utilizing Perplexity, without the need for an API key | ⭐ 8 | 2025-03-14T15:17:29Z  
**[Personal Mcp (@evangstav)](https://github.com/evangstav/personal-mcp)** | A Model Context Protocol server for tracking personal health and well-being, offering tools for workout logging, nutrition management, and daily journaling with AI-assisted analysis integration. | ⭐ 1 | 2025-02-14T03:26:37Z  
**[Perspective Server (@mtane0412)](https://github.com/mtane0412/perspective-mcp-server)** | Integrates with Perspective API to analyze text toxicity and provide content moderation across multiple languages for enhanced online safety. | ⭐ 0 | 2025-02-07T11:50:43Z  
**[Pg Schema (@vinsidious)](https://github.com/vinsidious/mcp-pg-schema)** | Provides read-only access to PostgreSQL databases for schema inspection and data exploration without modifying content. | ⭐ 2 | 2025-03-15T03:54:59Z  
**[Phabricator Server (@baba786)](https://github.com/baba786/phabricator-mcp-server)** | Manage tasks and projects in Phabricator software. | ⭐ 5 | 2025-03-10T20:34:20Z  
**[Piapi Server (@apinetwork)](https://github.com/apinetwork/piapi-mcp-server)** | A TypeScript-based Model Context Protocol (MCP) server enabling integration with PiAPI for media content generation using platforms like Midjourney, Flux, and others through MCP-compatible applications. | ⭐ 18 | 2025-03-17T14:05:45Z  
**[Pinecone (@sirmews)](https://github.com/sirmews/mcp-pinecone)** | Leverage Pinecone vector databases for semantic search and RAG. | ⭐ 33 | 2025-03-16T20:16:41Z  
**[Pinterest (@terryso)](https://github.com/terryso/mcp-pinterest)** | Pinterest image search and information retrieval | ⭐ 4 | 2025-03-14T00:12:42Z  
**[Placid Server (@felores)](https://github.com/felores/placid-mcp-server)** | A server for integrating with Placid.app's API, enabling listing templates and generating creatives using the Model Context Protocol with secure API token management. | ⭐ 4 | 2025-02-06T22:08:59Z  
**[Playground (@psaboia)](https://github.com/psaboia/mcp-server-playground)** | A TypeScript-based MCP server designed for experimentation and integration with Calude Desktop and Cursor IDE, offering a modular playground for extending server capabilities. | ⭐ 2 | 2025-03-12T13:34:38Z  
**[Playwright (@executeautomation)](https://github.com/executeautomation/mcp-playwright)** | A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. | ⭐ 916 | 2025-03-17T13:58:43Z  
**[Playwright (@lebrodus)](https://github.com/lebrodus/mcp-playwright)** | A server that enables browser automation using Playwright, allowing interaction with web pages, capturing screenshots, and executing JavaScript in a browser environment through LLMs. | ⭐ 1 | 2025-03-04T23:26:45Z  
**[Playwright Cdp (@lars-hagen)](https://github.com/lars-hagen/mcp-playwright-cdp)** | Integrates Playwright and Chrome DevTools Protocol to enable advanced web automation, testing, and analysis through browser control and interaction. | ⭐ 8 | 2025-03-12T20:52:48Z  
**[Playwright Plus Python Mcp (@blackwhite084)](https://github.com/blackwhite084/playwright-plus-python-mcp)** | Integrates Playwright with MCP to enable web browser automation for tasks like scraping, testing, and content generation/submission. | ⭐ 41 | 2025-03-17T11:45:15Z  
**[Playwright Server (@showfive)](https://github.com/showfive/playwright-mcp-server)** | Provides a server utilizing Model Context Protocol to enable human-like browser automation with Playwright, allowing control over browser actions such as navigation, element interaction, and scrolling. | ⭐ 2 | 2025-03-15T00:16:27Z  
**[Pocket (@kazuph)](https://github.com/kazuph/mcp-pocket)** | Integrates with the Pocket API to enable natural language-based retrieval and management of saved articles. | ⭐ 5 | 2025-03-15T16:05:24Z  
**[Pocketbase Server (@DynamicEndpoints)](https://github.com/DynamicEndpoints/pocketbase-mcp-server)** | Integrates with PocketBase to enable dynamic schema management, advanced querying, and scalable user authentication for flexible database operations. | ⭐ 13 | 2025-03-16T04:23:07Z  
**[Podman Server (@manusa)](https://github.com/manusa/podman-mcp-server)** | Integrates with Podman's API to enable container creation, management, and orchestration for automated DevOps workflows and microservices architecture deployment. | ⭐ 0 | 2025-03-09T06:12:54Z  
**[Polygon Mcp (@Dbillionaer)](https://github.com/Dbillionaer/polygon-mcp)** | Integrates with the Polygon blockchain network to enable wallet operations, smart contract deployments, L2 bridging, DeFi interactions, and transaction simulations using ethers.js v6 across both Mainnet and Mumbai Testnet environments. | ⭐ 1 | 2025-03-17T08:19:40Z  
**[Polymarket Mcp (@berlinbra)](https://github.com/berlinbra/polymarket-mcp)** | Integrates with PolyMarket's API to fetch and analyze prediction market data for financial insights and decision support. | ⭐ 8 | 2025-03-17T02:30:26Z  
**[Port Server (@port-experimental)](https://github.com/port-experimental/port-mcp-server)** | Integrates with Port.io's API to enable AI-assisted task management and workflow orchestration through authentication, prompt triggering, and response handling. | ⭐ 0 | 2025-03-07T16:49:15Z  
**[Portkey Admin Server (@r-huijts)](https://github.com/r-huijts/portkey-admin-mcp-server)** | Connects Claude to Portkey's API for managing AI configurations, workspaces, analytics, and user access, providing comprehensive control over API usage and settings. | ⭐ 0 | 2025-02-13T07:36:49Z  
**[Postgres (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres)** | Read-only database access with schema inspection | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Postgres Mcp (@ipfans)](https://github.com/ipfans/postgres-mcp)** | Connects to PostgreSQL databases to enable secure, read-only SQL querying and resource exploration for data analysis applications | ⭐ 3 | 2025-03-16T03:56:54Z  
**[Postgres Multi Schema (@HarjjotSinghh)](https://github.com/HarjjotSinghh/mcp-server-postgres-multi-schema)** | Provides read-only access to PostgreSQL databases with enhanced multi-schema support, enabling schema inspection, query execution, and isolation across multiple namespaces. | ⭐ 2 | 2025-03-15T03:55:14Z  
**[Postgres Server (@MadeByNando)](https://github.com/MadeByNando/mcp-postgres-server)** | A server implementing the Model Context Protocol (MCP) for Cursor that allows using a PostgreSQL database as storage for model contexts, enabling secure database exploration and querying. | ⭐ 0 | 2025-02-28T16:01:25Z  
**[Postgresql Server (@nahmanmate)](https://github.com/nahmanmate/postgresql-mcp-server)** | Facilitates management and optimization of PostgreSQL databases, offering analysis, setup guidance, and debugging, while ensuring secure and efficient database operations. | ⭐ 4 | 2025-03-13T21:06:56Z  
**[Postgrest (@supabase-community)](https://github.com/supabase-community/mcp-supabase/tree/HEAD/packages/mcp-server-postgrest)** | Connects to Supabase projects using PostgREST, or standalone PostgREST servers, enabling natural language querying and management of PostgreSQL data. | ⭐ 82 | 2025-03-17T12:13:10Z  
**[Posthog Mcp (@PostHog)](https://github.com/PostHog/posthog-mcp)** | Integrates with the PostHog analytics platform to list projects and create timestamped annotations for tracking significant events and milestones in analytics data. | ⭐ 3 | 2025-03-15T02:01:00Z  
**[Postman (@shannonlal)](https://github.com/shannonlal/mcp-postman)** | Enables running Postman collections using Newman for conducting API tests and obtaining detailed result analysis via a standardized interface. | ⭐ 19 | 2025-03-16T08:35:50Z  
**[Postman Server (@delano)](https://github.com/delano/postman-mcp-server)** | Provides seamless access to Postman. | ⭐ 25 | 2025-03-16T14:00:26Z  
**[Postman Tool Generation (@giovannicocco)](https://github.com/giovannicocco/mcp-server-postman-tool-generation)** | Integrates with Postman Tool Generation API to convert API collections into type-safe code for AI frameworks, enabling rapid development of AI-powered tools from existing API documentation. | ⭐ 7 | 2025-03-11T20:31:35Z  
**[Powerpoint (@supercurses)](https://github.com/supercurses/powerpoint)** | Creates and manipulates PowerPoint presentations with capabilities for adding various slide types, generating images, and incorporating tables and charts through natural language commands. | ⭐ 24 | 2025-03-17T12:17:49Z  
**[Pptx Server (@h4ck4life)](https://github.com/h4ck4life/mcp-pptx-server)** | Enables creation and manipulation of PowerPoint presentations with customizable layouts, themes, and formatting options, saving files to an accessible user directory without requiring manual PowerPoint interaction. | ⭐ 0 | 2025-03-13T01:04:59Z  
**[Primitive Go Server (@prasanthmj)](https://github.com/prasanthmj/primitive-go-mcp-server)** | Integrates with OpenAI's DALL-E API to generate and save images from text descriptions. | ⭐ 4 | 2025-03-14T08:55:57Z  
**[Productboard Mcp (@kenjihikmatullah)](https://github.com/kenjihikmatullah/productboard-mcp)** | Integrates Productboard API into agentic workflows, allowing interaction with companies, components, features, notes, and products from the Productboard platform. | ⭐ 2 | 2025-03-15T10:39:28Z  
**[Project Handoffs (@davidorex)](https://github.com/davidorex/project-handoffs)** | Coordinates workflows across multiple sessions or models to maintain context and enable seamless handoffs for complex, multi-stage processes. | ⭐ 6 | 2025-03-14T23:11:58Z  
**[Project Hub Server (@peterparker57)](https://github.com/peterparker57/project-hub-mcp-server)** | Integrates local project management with GitHub repositories, enabling streamlined version control, automated commits, and multi-account support for efficient development workflows. | ⭐ 1 | 2025-03-13T14:52:31Z  
**[Project Orchestrator (@sparesparrow)](https://github.com/sparesparrow/mcp-project-orchestrator)** | An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture. | ⭐ 2 | 2025-03-17T09:50:58Z  
**[Prometheus (@loglmhq)](https://github.com/loglmhq/mcp-server-prometheus)** | MCP server for interacting with Prometheus metrics and data. | ⭐ 8 | 2025-03-12T20:18:37Z  
**[Prometheus mcp server (@CaesarYangs)](https://github.com/CaesarYangs/prometheus_mcp_server)** | Integrates with Prometheus to query and analyze time-series metrics data for real-time system monitoring and performance insights. | ⭐ 16 | 2025-03-13T00:42:10Z  
**[Prompts (@sparesparrow)](https://github.com/sparesparrow/mcp-prompts)** | Manages and serves customizable prompt templates with variable substitution and tag-based organization for streamlined LLM interactions in development workflows and code reviews. | ⭐ 2 | 2025-03-17T02:49:43Z  
**[Promptshopmcp (@Kira-Pgr)](https://github.com/Kira-Pgr/PromptShopMCP)** | PromptShopMCP is an AI-powered image editing server that generates or transforms photos using natural language commands. It allows you to modify images by simply describing what you want. | ⭐ 5 | 2025-03-17T01:19:49Z  
**[Protonmail Mcp (@amotivv)](https://github.com/amotivv/protonmail-mcp)** | This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials. | ⭐ 4 | 2025-03-15T20:42:07Z  
**[Proxmoxmcp (@canvrno)](https://github.com/canvrno/ProxmoxMCP)** | A Python-based server enabling interaction with Proxmox hypervisors. It supports secure authentication and provides tools for managing nodes, VMs, clusters, and storage. | ⭐ 58 | 2025-03-17T02:33:48Z  
**[Proxy (@sparfenyuk)](https://github.com/sparfenyuk/mcp-proxy)** | Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities. | ⭐ 136 | 2025-03-17T12:27:42Z  
**[Proxy Server (@adamwattis)](https://github.com/adamwattis/mcp-proxy-server)** | Aggregates multiple MCP resource servers into a unified proxy, enabling centralized access, request routing, and response aggregation. | ⭐ 28 | 2025-03-17T10:12:51Z  
**[Pty Mcp (@qododavid)](https://github.com/qododavid/pty-mcp)** | Provides a stateful terminal interface for maintaining session context and executing complex, multi-step operations across multiple interactions. | ⭐ 1 | 2025-03-07T19:23:14Z  
**[Public (@dbcodeio)](https://github.com/dbcodeio/public)** | DBCode is a Visual Studio Code extension that allows you to manage many databases, including PostgreSQL, MySQL, SQL Server, DuckDB, Redis, MongoDB, and more. DBCode offers the option to run an MCP server, providing access to those databases, their schemas, and the ability to execute queries. | ⭐ 68 | 2025-03-16T03:42:45Z  
**[Pubmed search (@wavelovey)](https://github.com/wavelovey/pubmed_search)** | Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine. | ⭐ 1 | 2024-12-12T13:58:32Z  
**[Pubmed Search Server (@gradusnikov)](https://github.com/gradusnikov/pubmed-search-mcp-server)** | Integrates with PubMed database via NCBI E-utilities API to search and retrieve academic papers, including titles, authors, journals, abstracts, and DOIs for biomedical research. | ⭐ 1 | 2025-03-11T04:56:04Z  
**[Pubmed Server (@rikachu225)](https://github.com/rikachu225/mcp-pubmed-server)** | An MCP server implementation that enables searching and retrieving research articles from PubMed with specific focus on open access content filtering and full-text link retrieval. | ⭐ 2 | 2025-02-10T16:09:30Z  
**[Pubmedmcp (@grll)](https://github.com/grll/pubmedmcp)** | Integrates PubMed data for searching and fetching biomedical literature, enabling dynamic querying and analysis of scientific information. | ⭐ 5 | 2025-03-11T06:08:34Z  
**[Pulseserver (@orliesaurus)](https://github.com/orliesaurus/pulsemcp-server)** | Integrates with PulseMCP to enable querying and retrieval of MCP server and integration data for ecosystem analysis and service recommendations. | ⭐ 6 | 2025-03-01T09:46:09Z  
**[Puppeteer (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer)** | Browser automation and web scraping | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Puppeteer Py (@twolven)](https://github.com/twolven/mcp-server-puppeteer-py)** | A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. | ⭐ 2 | 2025-01-23T03:26:47Z  
**[Puppeteer Server (@merajmehrabi)](https://github.com/merajmehrabi/puppeteer-mcp-server)** | Integrates with Puppeteer to enable browser automation for web navigation, interaction, and data extraction tasks. | ⭐ 8 | 2025-03-15T22:43:44Z  
**[Pure Model Context Protocol (@jboothomas)](https://github.com/jboothomas/pure-model-context-protocol)** | Integrates with Pure Storage FlashBlade arrays to enable real-time monitoring, troubleshooting, and resource management. | ⭐ 1 | 2025-02-09T12:53:43Z  
**[Pushover Mcp (@AshikNesin)](https://github.com/AshikNesin/pushover-mcp)** | Integrates with Pushover.net to enable sending push notifications to various devices for real-time alerts and updates | ⭐ 6 | 2025-03-16T19:56:06Z  
**[Pushover Mcp (@ashiknesin)](https://github.com/ashiknesin/pushover-mcp)** | Send instant notifications to your devices using [Pushover.net](https://pushover.net/) | ⭐ 6 | 2025-03-16T19:56:06Z  
**[Py Line (@amornpan)](https://github.com/amornpan/py-mcp-line)** | Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. | ⭐ 2 | 2025-03-16T11:09:19Z  
**[Py Mssql (@amornpan)](https://github.com/amornpan/py-mcp-mssql)** | A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. | ⭐ 7 | 2025-03-12T18:18:53Z  
**[Pyodide (@yonaka15)](https://github.com/yonaka15/mcp-pyodide)** | A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP). | ⭐ 2 | 2025-02-02T09:33:39Z  
**[Python (@e2b-dev)](https://github.com/e2b-dev/mcp-server/tree/HEAD/packages/python)** | Execute code securely in cloud sandboxes. | ⭐ 133 | 2025-03-17T03:48:33Z  
**[Python (@hdresearch)](https://github.com/hdresearch/mcp-python)** | A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation. | ⭐ 1 | 2025-03-10T12:57:47Z  
**[Python (@inkeep)](https://github.com/inkeep/mcp-server-python)** | RAG Search over your content powered by [Inkeep](https://inkeep.com) | ⭐ 2 | 2025-03-17T12:33:48Z  
**[Python (@rhabraken)](https://github.com/rhabraken/mcp-python)** | A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries. | ⭐ 0 | 2025-02-12T06:09:05Z  
**[Python Client (@GobinFan)](https://github.com/GobinFan/python-mcp-server-client)** | Implements the Model Context Protocol (MCP) to provide AI models with a standardized interface for connecting to external data sources and tools like file systems, databases, or APIs. | ⭐ 7 | 2025-03-17T01:36:23Z  
**[Python Docs Mcp Server (@AnuragRai017)](https://github.com/AnuragRai017/python-docs-server-MCP-Server)** | An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries. | ⭐ 0 | 2025-03-14T07:08:39Z  
**[Python Jira Mcp (@Chase-Bullock)](https://github.com/Chase-Bullock/python-jira-mcp)** | A server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details. | ⭐ 0 | 2025-03-06T02:48:42Z  
**[Python mcp (@Alec2435)](https://github.com/Alec2435/python_mcp)** | Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history. | ⭐ 41 | 2025-02-22T03:54:42Z  
**[Python Mcp (@hesiod-au)](https://github.com/hesiod-au/python-mcp)** | A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context. | ⭐ 1 | 2025-03-16T12:21:21Z  
**[Python mcp (@Rami-0)](https://github.com/Rami-0/python_mcp)** | Provides a robust file search service, enabling efficient querying of local directories with detailed results including file metadata and content matching. | ⭐ 0 | 2025-02-27T12:19:47Z  
**[Python Memory Server (@evangstav)](https://github.com/evangstav/python-memory-mcp-server)** | Provides a knowledge graph management system for storing, retrieving, and querying information to build and maintain long-term memory across conversations. | ⭐ 6 | 2025-03-17T01:01:57Z  
**[Python Run Mcp (@topherbc)](https://github.com/topherbc/python-run-mcp)** | Provides a RESTful API for remote execution of Python code snippets. | ⭐ 2 | 2025-01-15T22:49:23Z  
**[Python Server (@LinkupPlatform)](https://github.com/LinkupPlatform/python-mcp-server)** | Give Claude access to real-time knowledge and premium content. Get rid of Claude's cutoff data and transform Claude's responses with current events, and trusted, premium sources through Linkup's powerful search capability. | ⭐ 10 | 2025-03-15T17:59:01Z  
**[Pyzotero (@gyger)](https://github.com/gyger/mcp-pyzotero)** | Integrates local Zotero libraries with Claude's Desktop interface, allowing users to access and manage their library collections via a local API. | ⭐ 11 | 2025-03-16T21:56:55Z  
**[Qb Time Server (@aallsbury)](https://github.com/aallsbury/qb-time-mcp-server)** | Provides unified access to QuickBooks Time API functionality. This server consolidates multiple QuickBooks Time services into a single, efficient interface. | ⭐ 3 | 2025-03-13T08:15:50Z  
**[Qdrant (@qdrant)](https://github.com/qdrant/mcp-server-qdrant)** | This repository is an example of how to create a MCP server for Qdrant, a vector search engine. | ⭐ 208 | 2025-03-17T13:42:22Z  
**[Qdrant Memory (@delorenj)](https://github.com/delorenj/mcp-qdrant-memory)** | Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence. | ⭐ 4 | 2025-03-11T16:27:46Z  
**[Qgis mcp (@jjsantos01)](https://github.com/jjsantos01/qgis_mcp)** | Connects Claude AI to QGIS through the Model Context Protocol, allowing Claude to directly interact with and control QGIS for tasks like project creation, layer manipulation, and code execution. | ⭐ 198 | 2025-03-17T13:31:05Z  
**[Qrcode (@jwalsh)](https://github.com/jwalsh/mcp-server-qrcode)** | A server that connects large language models to QR code generation capabilities via Model Context Protocol, supporting multiple content types (URLs, WiFi credentials, contacts, text), output formats, and customization options. | ⭐ 1 | 2025-03-08T05:29:10Z  
**[Qrcode Mcp (@1595901624)](https://github.com/1595901624/qrcode-mcp)** | Generates QR codes. | ⭐ 3 | 2025-03-17T13:25:45Z  
**[Quantmcp (@dougdotcon)](https://github.com/dougdotcon/QuantMCP)** | A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources. | ⭐ 0 | 2025-03-16T16:58:19Z  
**[Quarkus Servers (@quarkiverse)](https://github.com/quarkiverse/quarkus-mcp-servers)** | browse, list and edit filesystem. Implemented in Java/Quarkus with native image (Fast!) available | ⭐ 38 | 2025-03-16T16:57:50Z  
**[Query table (@wukan1986)](https://github.com/wukan1986/query_table)** | A web scraper for financial table data that implements the Model Context Protocol, allowing users to query stock data from multiple Chinese financial websites including THS, TDX, and EastMoney. | ⭐ 4 | 2025-03-17T13:34:08Z  
**[Quickchart Mcp Server (@GongRzhe)](https://github.com/GongRzhe/Quickchart-MCP-Server)** | An MCP server for generating customizable data visualizations using QuickChart.io, supporting multiple chart types and Chart.js configuration. | ⭐ 0 | 2025-03-17T06:46:49Z  
**[Rabbitmq (@kenliao94)](https://github.com/kenliao94/mcp-server-rabbitmq)** | A Model Context Protocol server implementation that enables Claude to interact with RabbitMQ message queues and topics, allowing read/write operations on a RabbitMQ instance. | ⭐ 3 | 2025-03-12T01:54:09Z  
**[Raccoonai Server (@raccoonaihq)](https://github.com/raccoonaihq/raccoonai-mcp-server)** | Enables web browsing, data extraction, and task automation through Raccoon's LAM API, allowing users to search websites, fill forms, navigate UI elements, and extract structured data based on defined schemas. | ⭐ 0 | 2025-03-13T10:40:11Z  
**[Rag Web Browser (@apify)](https://github.com/apify/mcp-server-rag-web-browser)** | Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT. | ⭐ 71 | 2025-03-17T10:16:26Z  
**[Ragdocs (@hannesrudolph)](https://github.com/hannesrudolph/mcp-ragdocs)** | An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context | ⭐ 72 | 2025-03-15T17:35:55Z  
**[Ragdocs (@heltonteixeira)](https://github.com/heltonteixeira/ragdocs)** | Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support. | ⭐ 4 | 2025-01-05T14:03:36Z  
**[Ragdocs (@qpd-v)](https://github.com/qpd-v/mcp-ragdocs)** | Integrates semantic search and retrieval of documentation using a vector database (Qdrant), enabling efficient access to large document collections. | ⭐ 72 | 2025-03-12T19:16:11Z  
**[Ragdocs (@rahulretnan)](https://github.com/rahulretnan/mcp-ragdocs)** | Integrates Qdrant vector search with documentation retrieval to enable context-aware responses and semantic querying for enhanced knowledge access. | ⭐ 13 | 2025-03-15T10:42:35Z  
**[Ragdocs (@sanderkooger)](https://github.com/sanderkooger/mcp-server-ragdocs)** | Provides semantic document search and retrieval through vector embeddings, enabling context-aware responses backed by specific documentation sources | ⭐ 12 | 2025-03-17T05:19:20Z  
**[Ragie Server (@ragieai)](https://github.com/ragieai/ragie-mcp-server)** | Integrates with Ragie's knowledge base retrieval system to enable efficient querying and information extraction from large-scale datasets. | ⭐ 1 | 2025-03-13T03:21:57Z  
**[Ragrabbit (@madarco)](https://github.com/madarco/ragrabbit)** | Access any documentation indexed by RagRabbit Open Source AI site search | ⭐ 20 | 2025-03-17T11:01:28Z  
**[Railway Mcp (@jason-tan-swe)](https://github.com/jason-tan-swe/railway-mcp)** | Integrates with Railway.app to enable management of deployments, monitoring of application performance, and automation of DevOps workflows within the Railway ecosystem. | ⭐ 9 | 2025-03-13T10:39:22Z  
**[Raindrop Io Server (@anarcher)](https://github.com/anarcher/raindrop-io-mcp-server)** | Integrates with the Raindrop.io API to enable bookmark creation, searching, tagging, and collection management for automated bookmark organization and retrieval. | ⭐ 0 | 2025-03-08T11:01:05Z  
**[Raindrop Io Server (@hiromitsusasaki)](https://github.com/hiromitsusasaki/raindrop-io-mcp-server)** | An integration that allows Large Language Models to interact with Raindrop.io bookmarks through the Model Context Protocol, enabling users to create and search bookmarks directly through AI assistants. | ⭐ 5 | 2025-03-16T16:17:46Z  
**[Rand (@turlockmike)](https://github.com/turlockmike/mcp-rand)** | Provides diverse random generation utilities including UUIDs, numbers, strings, passwords, and more. | ⭐ 1 | 2025-02-18T19:57:27Z  
**[Raygun (@MindscapeHQ)](https://github.com/MindscapeHQ/mcp-server-raygun)** | MCP Server for Raygun's API V3 endpoints for interacting with your Crash Reporting and Real User Monitoring applications. This server provides comprehensive access to Raygun's API features through the Model Context Protocol. | ⭐ 4 | 2025-03-06T15:25:04Z  
**[Rcon Mcp (@rgbkrk)](https://github.com/rgbkrk/rcon-mcp)** | Integrates with Minecraft servers via RCON to enable administration, world manipulation, and player management. | ⭐ 3 | 2025-03-09T19:49:50Z  
**[Rdf (@kludge-works)](https://github.com/kludge-works/mcp-server-rdf)** | Integrates with SPARQL servers to enable querying and manipulation of RDF data sources, facilitating semantic web integration for knowledge graph exploration and linked data analysis. | ⭐ 0 | 2025-02-26T18:06:48Z  
**[React Mcp (@Streen9)](https://github.com/Streen9/react-mcp)** | Integrates with React applications to enable AI-assisted development workflows, providing tools for project management, terminal command execution, and file operations. | ⭐ 2 | 2025-03-17T07:28:00Z  
**[React Native Storybook Mcp (@dannyhw)](https://github.com/dannyhw/react-native-storybook-mcp)** | Integrates with Storybook to enable retrieval and management of stories from specified configuration directories, facilitating AI-assisted story handling in React Native projects. | ⭐ 2 | 2025-03-06T20:32:22Z  
**[Reactmcp (@mshojaei77)](https://github.com/mshojaei77/ReActMCP)** | Integrates with Exa API to enable web search capabilities with filtering options for domains, text requirements, and date ranges, returning markdown-formatted results with titles, URLs, publication dates, and content summaries for real-time internet information access. | ⭐ 76 | 2025-03-17T13:23:14Z  
**[Readwise Mcp (@IAmAlexander)](https://github.com/IAmAlexander/readwise-mcp)** | Integrates with Readwise to provide access to saved articles, books, highlights, and documents, enabling users to reference, analyze, and search across their personal knowledge collection during conversations. | ⭐ 0 | 2025-03-14T16:35:38Z  
**[Reaper Server (@dschuler36)](https://github.com/dschuler36/reaper-mcp-server)** | Connects Reaper projects to an MCP client like Claude Desktop, allowing users to ask questions and retrieve parsed information about the projects using natural language. | ⭐ 9 | 2025-03-12T05:14:44Z  
**[Reasoner (@Jacck)](https://github.com/Jacck/mcp-reasoner)** | Implements beam search and thought evaluation for structured problem-solving, enabling exploration of multiple solution paths in complex reasoning tasks. | ⭐ 113 | 2025-03-17T14:03:39Z  
**[Record To Markdown (@29decibel)](https://github.com/29decibel/record-to-markdown)** | Integrates with markdown files and Apple Notes to automatically save and format Claude conversation content for easy reference and sharing. | ⭐ 0 | 2025-01-20T19:15:06Z  
**[Redash Mcp (@suthio)](https://github.com/suthio/redash-mcp)** | Model Context Protocol (MCP) server that integrates Redash with AI assistants like Claude, allowing them to query data, manage visualizations, and interact with dashboards through natural language. | ⭐ 8 | 2025-03-13T03:58:22Z  
**[Reddit (@adhikasp)](https://github.com/adhikasp/mcp-reddit)** | Integrates with Reddit to fetch and analyze posts, comments, and trends across subreddits for content curation and social media insights. | ⭐ 28 | 2025-03-17T05:33:58Z  
**[Reddit (@Hawstein)](https://github.com/Hawstein/mcp-server-reddit)** | Integrates with Reddit's API to fetch and retrieve diverse content including posts, comments, and subreddit information for data analysis and content curation. | ⭐ 16 | 2025-03-17T05:33:01Z  
**[Reddit (@wllcnm)](https://github.com/wllcnm/mcp-reddit)** | A Model Context Protocol server that enables AI assistants like Claude to browse and analyze Reddit content, including searching subreddits, retrieving post details with comments, and viewing trending posts. | ⭐ 1 | 2025-02-13T04:54:17Z  
**[Redis (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/redis)** | Interact with Redis key-value stores | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Redis (@prajwalnayak7)](https://github.com/prajwalnayak7/mcp-server-redis)** | A server that provides Claude with Redis database access and operations through a set of tools for basic operations, lists, hashes, sets, and pub/sub functionality. | ⭐ 8 | 2025-03-14T14:53:06Z  
**[Redis Mcp (@farhankaz)](https://github.com/farhankaz/redis-mcp)** | Bridge to Redis databases, enabling fast in-memory data operations for AI workflows. | ⭐ 4 | 2025-02-17T08:55:42Z  
**[Redis Mcp Server (@GongRzhe)](https://github.com/GongRzhe/REDIS-MCP-Server)** | Provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. | ⭐ 15 | 2025-03-15T14:00:38Z  
**[Redmine (@runekaagaard)](https://github.com/runekaagaard/mcp-redmine)** | Connects Claude Desktop to Redmine for seamless project and issue management, including searching, creating, updating, and tracking tasks using Redmine's API. | ⭐ 2 | 2025-03-10T19:27:06Z  
**[Redmine (@yonaka15)](https://github.com/yonaka15/mcp-server-redmine)** | Integrates with Redmine to enable natural language queries and updates for issue tracking, time logging, and project planning. | ⭐ 1 | 2025-02-01T17:11:09Z  
**[Redmine Mcp (@ilask)](https://github.com/ilask/Redmine-MCP)** | Integrates with Redmine to enable project management tasks like accessing project details and creating issues through a custom API built on the node-redmine library. | ⭐ 0 | 2025-02-23T15:14:17Z  
**[Release Notes Generator Iris Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/release-notes-generator-iris-mcp-server)** | A Model Context Protocol server that automatically generates structured release notes from Git repository tags, analyzing differences between tags and saving formatted Markdown output to the .iris directory. | ⭐ 0 | 2024-12-18T12:57:52Z  
**[Release Notes Server (@nickbaumann98)](https://github.com/nickbaumann98/release-notes-server)** | Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage. | ⭐ 1 | 2025-01-28T16:46:51Z  
**[Rember Mcp (@rember)](https://github.com/rember/rember-mcp)** | Create flashcards and study/remember anything you care about with spaced repetition reviews on Rember. | ⭐ 8 | 2025-03-15T14:56:50Z  
**[Rememberizer (@skydeckai)](https://github.com/skydeckai/mcp-server-rememberizer)** | A Model Context Protocol server enabling LLMs to search, retrieve, and manage documents through Rememberizer's knowledge management API. | ⭐ 18 | 2025-03-16T12:55:04Z  
**[Remote Mcp (@ssut)](https://github.com/ssut/Remote-MCP)** | Enables type-safe, bidirectional communication with Model Context Protocol services, allowing centralized management of model contexts over HTTP. | ⭐ 66 | 2025-03-17T03:56:19Z  
**[Remote Server (@lallen30)](https://github.com/lallen30/mcp-remote-server)** | Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples. | ⭐ 0 | 2025-03-06T22:05:45Z  
**[Render Mcp (@niyogi)](https://github.com/niyogi/render-mcp)** | Interact with Render (<https://render.com>) and easily deploy your services | ⭐ 1 | 2025-03-16T16:20:03Z  
**[Replicate (@deepfates)](https://github.com/deepfates/mcp-replicate)** | Bridges Replicate's AI model hosting platform, enabling seamless interaction with diverse machine learning models for tasks like image generation and text processing. | ⭐ 29 | 2025-03-16T20:17:51Z  
**[Replicate (@gerred)](https://github.com/gerred/mcp-server-replicate)** | A FastMCP server implementation that facilitates resource-based access to AI model inference, focusing on image generation through the Replicate API, with features like real-time updates, webhook integration, and secure API key management. | ⭐ 10 | 2025-03-16T20:18:54Z  
**[Replicate (@tzafrir)](https://github.com/tzafrir/mcp-server-replicate)** | Integrates with Replicate to provide access to AI models for image generation, with features like parameter customization and output resizing. | ⭐ 2 | 2025-03-16T20:21:23Z  
**[Replicate Flux (@ozgrozer)](https://github.com/ozgrozer/mcp-replicate-flux)** | Integrates with Replicate's image generation API to enable fast creation of images from text prompts using the flux-schnell model, with customizable parameters for quality and format. | ⭐ 5 | 2025-03-16T20:20:00Z  
**[Replicate Flux Mcp (@awkoy)](https://github.com/awkoy/replicate-flux-mcp)** | MCP for Replicate Flux Model. Generating images by prompts | ⭐ 4 | 2025-03-17T00:24:38Z  
**[Repomix (@yamadashy)](https://github.com/yamadashy/repomix)** | Repomix MCP Server enables AI models to efficiently analyze codebases by packaging local or remote repositories into optimized single files, with intelligent compression via Tree-sitter to significantly reduce token usage while preserving code structure and essential signatures. | ⭐ 13279 | 2025-03-17T13:59:17Z  
**[Reposearch (@happyZYM)](https://github.com/happyZYM/mcp-server-reposearch)** | Provides efficient file search functionality within repositories, respecting ignore patterns and offering configurable text content matching for development tools and applications. | ⭐ 6 | 2025-03-17T09:01:15Z  
**[Research Server (@h-yanagawa)](https://github.com/h-yanagawa/research-mcp-server)** | Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects. | ⭐ 0 | 2025-02-10T01:23:30Z  
**[Resend Mcp (@Hawstein)](https://github.com/Hawstein/resend-mcp)** | Enables AI to compose and send emails through the Resend API with customizable sender addresses, reply-to fields, and scheduled delivery options | ⭐ 0 | 2025-03-09T13:08:35Z  
**[Resend Mcp (@pontusab)](https://github.com/pontusab/resend-mcp)** | Allows sending emails through the Resend service using a standardized Model Context Protocol (MCP) interface, with TypeScript support. | ⭐ 5 | 2025-03-14T13:16:10Z  
**[Resource Hub Server (@adamwattis)](https://github.com/adamwattis/resource-hub-server)** | An MCP server that connects to the Resource Hub, allowing centralized configuration and management of tools and resources across different MCP environments. | ⭐ 0 | 2025-01-22T01:52:03Z  
**[Rest Api (@dkmaker)](https://github.com/dkmaker/mcp-rest-api)** | A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment. | ⭐ 22 | 2025-03-15T21:20:21Z  
**[Restart (@non-dirty)](https://github.com/non-dirty/mcp-server-restart)** | Enables automated restarts of Claude Desktop on macOS by leveraging psutil to safely terminate and relaunch the application process. | ⭐ 3 | 2025-03-16T01:25:39Z  
**[Retrieval Augmented Thinking (@stat-guy)](https://github.com/stat-guy/retrieval-augmented-thinking)** | Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning. | ⭐ 4 | 2025-03-15T01:31:37Z  
**[Rhinomcpserver (@always-tinkering)](https://github.com/always-tinkering/rhinoMcpServer)** | Integrates with Rhino 3D's Python scripting environment to enable generation and manipulation of 3D models through geometry creation tools, with all operations requiring explicit user consent via dialog prompts. | ⭐ 4 | 2025-03-16T13:28:13Z  
**[Rijksmuseum Mcp (@r-huijts)](https://github.com/r-huijts/rijksmuseum-mcp)** | Integrates with the Rijksmuseum API to enable artwork search, detailed information retrieval, and high-resolution image access for art research and cultural exploration. | ⭐ 22 | 2025-03-15T19:41:27Z  
**[Riza Mcp (@riza-io)](https://github.com/riza-io/riza-mcp)** | An MCP server that wraps the Riza Code Interpreter API and presents endpoints as individual tools. | ⭐ 5 | 2025-03-04T14:37:54Z  
**[Roam Research Mcp (@2b3pro)](https://github.com/2b3pro/roam-research-mcp)** | Provides comprehensive access to Roam Research's API functionality. This server enables AI assistants like Claude to interact with your Roam Research graph through a standardized interface. | ⭐ 26 | 2025-03-12T21:19:43Z  
**[Rocq (@angrysky56)](https://github.com/angrysky56/mcp-rocq)** | MCP-RoCQ integrates with the Coq proof assistant to enable automated dependent type checking, inductive type definitions, and property proving through XML protocol communication. | ⭐ 2 | 2025-01-31T14:03:42Z  
**[Room Mcp (@agree-able)](https://github.com/agree-able/room-mcp)** | A command-line tool that enables the use of MCP with the Room protocol, allowing agents to create and interact in peer-to-peer virtual rooms for goal-oriented collaboration. | ⭐ 3 | 2025-03-12T13:33:34Z  
**[Rosetta (@vrtejus)](https://github.com/vrtejus/mcp-rosetta)** | Generates symmetry definition files from protein structures for computational modeling of symmetric protein complexes, supporting non-crystallographic, crystallographic, and helical symmetries with customizable parameters. | ⭐ 0 | 2025-03-16T20:32:08Z  
**[Rowik Mcp (@roshan)](https://github.com/roshan/rowik-mcp)** | Integrates with a personal MediaWiki instance to enable searching, retrieving, and manipulating wiki content for enhanced knowledge management and research workflows. | ⭐ 0 | 2025-02-25T20:19:47Z  
**[Rs (@ethereumdegen)](https://github.com/ethereumdegen/mcp-rs)** | Provides a flexible, type-safe Rust foundation for building applications with tool management, authentication handling, and custom middleware support, offering both stdio and SSE transports. | ⭐ 0 | 2025-03-03T22:35:01Z  
**[Rs filesystem (@FellowTraveler)](https://github.com/FellowTraveler/rs_filesystem)** | Provides secure filesystem operations within allowed directories for controlled file management and data processing tasks. | ⭐ 12 | 2025-02-19T05:39:50Z  
**[Rtfm (@ryanjoachim)](https://github.com/ryanjoachim/mcp-rtfm)** | Transforms unstructured documentation into an intelligent, searchable knowledge base. | ⭐ 31 | 2025-03-14T12:39:16Z  
**[Run Command Mcp (@benyue1978)](https://github.com/benyue1978/run-command-mcp)** | Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for quick developer workflows. | ⭐ 0 | 2025-03-15T10:52:54Z  
**[Runner (@yonaka15)](https://github.com/yonaka15/mcp-server-runner)** | Provides a WebSocket connection between clients and MCP servers. | ⭐ 4 | 2025-03-17T01:22:36Z  
**[Rust Docs (@0xKoda)](https://github.com/0xKoda/mcp-rust-docs)** | Fetches and returns Rust crate documentation from docs.rs, providing essential context for working with Rust code. | ⭐ 16 | 2025-03-08T23:11:42Z  
**[Rust Docs Server (@laptou)](https://github.com/laptou/rust-docs-mcp-server)** | An MCP server that provides AI tools with access to Rust documentation from docs.rs, enabling search for crates, documentation, type information, feature flags, version information, and source code. | ⭐ 2 | 2025-03-16T17:30:12Z  
**[S3 (@sofianhamiti)](https://github.com/sofianhamiti/mcp-server-s3)** | An MCP server that provides tools for interacting with AWS S3 buckets, enabling direct access to S3 operations through the Model Context Protocol. | ⭐ 0 | 2025-02-22T16:02:05Z  
**[Safari Screenshot (@rogerheykoop)](https://github.com/rogerheykoop/mcp-safari-screenshot)** | Enables capturing high-quality native macOS screenshots using Safari through a Node.js server, supporting various sizes, zoom levels, and load wait times. | ⭐ 0 | 2025-02-06T23:39:41Z  
**[Safe Server (@5ajaki)](https://github.com/5ajaki/safe-mcp-server)** | Enables interaction with Safe smart contract wallets for querying transactions, retrieving multisig details, and decoding data using the Safe Transaction API. | ⭐ 0 | 2025-01-28T01:50:37Z  
**[Salesforce (@SurajAdsul)](https://github.com/SurajAdsul/mcp-server-salesforce)** | An MCP server implementation that integrates Claude with Salesforce, enabling natural language interactions with Salesforce data and metadata for querying, modifying, and managing objects and records. | ⭐ 3 | 2025-03-12T19:40:50Z  
**[Salesforce (@tsmztech)](https://github.com/tsmztech/mcp-server-salesforce)** | Integrates with Salesforce CRM for natural language-driven data management, querying, and administration tasks. | ⭐ 5 | 2025-03-14T16:47:23Z  
**[Salesforce Server (@kablewy)](https://github.com/kablewy/salesforce-mcp-server)** | A Model Context Protocol server implementation for interacting with Salesforce through its REST API. | ⭐ 7 | 2025-03-14T13:51:01Z  
**[Sample S3 (@aws-samples)](https://github.com/aws-samples/sample-mcp-server-s3)** | A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents | ⭐ 20 | 2025-03-17T08:20:29Z  
**[Sample Tos (@dinghuazhou)](https://github.com/dinghuazhou/sample-mcp-server-tos)** | A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. | ⭐ 0 | 2025-03-12T14:21:02Z  
**[Sandbox Mcp (@Tsuchijo)](https://github.com/Tsuchijo/sandbox-mcp)** | Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation. | ⭐ 3 | 2025-03-09T21:08:55Z  
**[Sanity Server (@jlmelis)](https://github.com/jlmelis/sanity-mcp-server)** | Integrates with Sanity.io to provide tools for creating, listing, and publishing draft posts, streamlining content management workflows for websites and applications. | ⭐ 0 | 2025-03-08T18:06:48Z  
**[Sar Mcp (@MitchyBAwesome)](https://github.com/MitchyBAwesome/sar-mcp)** | Integrates with AWS Service Reference API to provide real-time access to AWS service capabilities and API actions for developers and cloud architects. | ⭐ 2 | 2025-03-13T19:45:37Z  
**[Say Server (@bmorphism)](https://github.com/bmorphism/say-mcp-server)** | Enables text-to-speech functionality on macOS using the say command, offering extensive control over speech parameters like voice, rate, volume, and pitch for a customizable auditory experience. | ⭐ 11 | 2025-03-15T17:04:52Z  
**[Scaflog Zoho Server (@mastercode-io)](https://github.com/mastercode-io/scaflog-zoho-mcp-server)** | An MCP server for Zoho Creator's Scaflog application that provides note management functionality with capabilities to store, access, and summarize notes. | ⭐ 0 | 2024-12-15T17:23:33Z  
**[Scdl Mcp (@arnavsurve)](https://github.com/arnavsurve/scdl-mcp)** | Enables downloading tracks, playlists, and user content from SoundCloud with granular control over output location, download modes, track limits, and metadata handling | ⭐ 1 | 2025-03-14T18:24:30Z  
**[Scholarly (@adityak74)](https://github.com/adityak74/mcp-scholarly)** | Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future. | ⭐ 30 | 2025-03-16T20:19:51Z  
**[Scrapbox Cosense Mcp (@worldnine)](https://github.com/worldnine/scrapbox-cosense-mcp)** | This server facilitates interaction with cosense/Scrapbox projects, enabling users to retrieve, list, search, and create pages while supporting various query operations and secure access to private projects. | ⭐ 2 | 2025-03-16T06:20:36Z  
**[Scrapbox Mcp (@YuheiNakasaka)](https://github.com/YuheiNakasaka/scrapbox-mcp)** | A simple TypeScript-based MCP server that implements a notes system, allowing users to create, list, and generate summaries of text notes via Claude. | ⭐ 0 | 2025-03-06T00:17:12Z  
**[Scrape Copilot (@jwaldor)](https://github.com/jwaldor/mcp-scrape-copilot)** | Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content. | ⭐ 1 | 2025-02-23T20:04:44Z  
**[Scrapegraph Mcp (@ScrapeGraphAI)](https://github.com/ScrapeGraphAI/scrapegraph-mcp)** | Integrates with ScapeGraph API to enable web scraping and graph-based data analysis for efficient extraction and processing of large-scale web data. | ⭐ 7 | 2025-03-15T17:57:49Z  
**[Scraperis Mcp (@Ai-Quill)](https://github.com/Ai-Quill/scraperis-mcp)** | Enables extracting data from websites using natural language prompts, allowing users to specify exactly what content they want in plain English and returning structured JSON data. | ⭐ 4 | 2025-03-14T13:27:46Z  
**[Screenpipe Mcp (@mediar-ai)](https://github.com/mediar-ai/screenpipe/tree/HEAD/screenpipe-integrations/screenpipe-mcp)** | Enable searching and retrieving screen recordings and associated data for productivity tracking, user behavior analysis, and workflow documentation. | ⭐ 12652 | 2025-03-17T13:19:14Z  
**[Screenshot (@kazuph)](https://github.com/kazuph/mcp-screenshot)** | Captures and analyzes macOS screen content using TypeScript and OCR, enabling automated UI testing and visual data processing. | ⭐ 10 | 2025-03-12T21:56:40Z  
**[Screenshot Server (@sethbang)](https://github.com/sethbang/mcp-screenshot-server)** | Captures web page screenshots using TypeScript and Puppeteer, enabling automated visual content processing for web testing, archiving, and data collection. | ⭐ 4 | 2025-02-07T17:01:30Z  
**[Scryfall Mcp (@cryppadotta)](https://github.com/cryppadotta/scryfall-mcp)** | Enables interaction with the Scryfall API, allowing users to search for Magic: The Gathering card details, retrieve card rulings, and access pricing information using the Model Context Protocol. | ⭐ 1 | 2025-03-12T17:58:22Z  
**[Sdk (@settlemint)](https://github.com/settlemint/sdk)** | Leverage SettleMint's Model Context Protocol server to seamlessly interact with enterprise blockchain infrastructure. Build, deploy, and manage smart contracts through AI-powered assistants, streamlining your blockchain development workflow for maximum efficiency. | ⭐ 13 | 2025-03-16T04:27:47Z  
**[Search Server (@fengin)](https://github.com/fengin/search-server)** | The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests. | ⭐ 49 | 2025-03-17T02:12:04Z  
**[Search1api Mcp (@fatwang2)](https://github.com/fatwang2/search1api-mcp)** | A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API. | ⭐ 94 | 2025-03-15T13:37:14Z  
**[Searxng (@ihor-sokoliuk)](https://github.com/ihor-sokoliuk/mcp-searxng)** | An MCP server implementation that integrates the SearxNG API, providing web search capabilities. | ⭐ 26 | 2025-03-17T07:29:24Z  
**[Searxng (@kevinwatt)](https://github.com/kevinwatt/mcp-server-searxng)** | This server provides a privacy-focused meta search capability by integrating multiple search engines without tracking or user profiling, supporting various categories and languages for filtered searches. | ⭐ 5 | 2025-03-15T17:58:35Z  
**[Searxng Mcp (@aeon-seraph)](https://github.com/aeon-seraph/searxng-mcp)** | Enables language models to perform web searches through SearXNG, a privacy-focused metasearch engine, with customizable parameters like categories, time ranges, and pagination. | ⭐ 0 | 2025-03-16T03:19:56Z  
**[Searxng Server (@maccam912)](https://github.com/maccam912/searxng-mcp-server)** | A TypeScript-based MCP server for SearXNG that allows users to create and summarize text notes using simple URIs and metadata, facilitating natural language interaction with stored content. | ⭐ 1 | 2025-01-14T23:43:59Z  
**[Second Opinion Server (@PoliTwit1984)](https://github.com/PoliTwit1984/second-opinion-mcp-server)** | Provides AI-powered assistance for coding problems using Google's Gemini AI, combined with Perplexity insights and Stack Overflow references, facilitating contextual analysis and automatic response archiving for improved troubleshooting. | ⭐ 9 | 2025-03-15T01:35:59Z  
**[Security Audit (@qianniuspace)](https://github.com/qianniuspace/mcp-security-audit)** | Audits npm package dependencies for security vulnerabilities, providing detailed reports and fix recommendations with MCP integration. | ⭐ 6 | 2025-03-17T13:39:53Z  
**[Sefaria Server (@Sivan22)](https://github.com/Sivan22/mcp-sefaria-server)** | Provides access to Jewish texts from the Sefaria library. This server enables Large Language Models to retrieve and reference Jewish texts through a standardized interface. | ⭐ 5 | 2025-03-03T23:07:48Z  
**[Selenium (@angiejones)](https://github.com/angiejones/mcp-selenium)** | Automates web browser actions with Selenium WebDriver. | ⭐ 6 | 2025-03-16T04:38:46Z  
**[Semantic Scholar Fastserver (@YUZongmin)](https://github.com/YUZongmin/semantic-scholar-fastmcp-mcp-server)** | Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. | ⭐ 12 | 2025-03-11T20:30:52Z  
**[Semantic Scholar Server (@benhaotang)](https://github.com/benhaotang/mcp-semantic-scholar-server)** | Integrates with the Semantic Scholar API to enable querying academic papers, authors, and citations for research and analysis tasks. | ⭐ 5 | 2025-03-16T14:15:30Z  
**[Semgrep (@Szowesgad)](https://github.com/Szowesgad/mcp-server-semgrep)** | Integrates Semgrep for static code analysis, enabling AI-driven security scanning, vulnerability detection, and code quality improvement across multiple programming languages. | ⭐ 2 | 2025-03-17T12:35:27Z  
**[Semgrep Server (@stefanskiasan)](https://github.com/stefanskiasan/semgrep-mcp-server)** | Enables integration of Semgrep in development environments via the MCP protocol, supporting static code analysis, rule management, and scan result operations. | ⭐ 1 | 2025-02-10T03:07:32Z  
**[Send Email (@resend)](https://github.com/resend/mcp-send-email)** | Integrates with the Resend API to enable sending plain text emails with scheduling options and configurable reply-to addresses through command-line or environment variable configuration. | ⭐ 236 | 2025-03-17T13:33:36Z  
**[Sendgrid Mcp (@Garoth)](https://github.com/Garoth/sendgrid-mcp)** | Integrates with SendGrid's Marketing API to enable email campaign management, contact list operations, and analytics for automated marketing workflows. | ⭐ 6 | 2025-03-14T19:26:52Z  
**[Senechal Mcp (@mattjoyce)](https://github.com/mattjoyce/senechal-mcp)** | A Model Context Protocol server that provides health data from the Senechal API to LLM applications, enabling AI assistants to access, analyze, and respond to personal health information. | ⭐ 0 | 2025-03-08T00:11:02Z  
**[Sentry (@MCP-100)](https://github.com/MCP-100/mcp-sentry)** | A Model Context Protocol server that retrieves and analyzes Sentry.io issues, allowing users to inspect error reports, stacktraces, and debugging information from their Sentry account. | ⭐ 4 | 2025-03-12T23:25:08Z  
**[Sentry (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry)** | Retrieving and analyzing issues from Sentry.io | ⭐ 19100 | 2025-03-17T14:13:53Z  
**[Sentry Ts (@codyde)](https://github.com/codyde/mcp-sentry-ts)** | Integrates with Sentry's error tracking platform to enable detailed issue analysis, project management, and user session replay for enhanced debugging and monitoring in software development environments. | ⭐ 2 | 2025-03-11T19:41:40Z  
**[Seq (@ahmad2x4)](https://github.com/ahmad2x4/mcp-server-seq)** | Integrates with Seq's API for retrieving signals, events, and alert states, enabling real-time insights into application logs and system performance metrics. | ⭐ 3 | 2025-03-02T04:36:57Z  
**[Sequential Thinking (@arben-adm)](https://github.com/arben-adm/mcp-sequential-thinking)** | Implements structured step-by-step reasoning to break down and methodically analyze complex problems. | ⭐ 28 | 2025-03-17T13:56:33Z  
**[Sequentialthinking (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking)** | Dynamic and reflective problem-solving through thought sequences | ⭐ 19101 | 2025-03-17T14:17:25Z  
**[Sequentialthinking Tools (@spences10)](https://github.com/spences10/mcp-sequentialthinking-tools)** | An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage. | ⭐ 37 | 2025-03-17T03:47:23Z  
**[Serpapi Server (@ilyazub)](https://github.com/ilyazub/serpapi-mcp-server)** | An MCP server that integrates with SerpApi to retrieve search results from multiple search engines including Google, Bing, Yahoo, and others, enabling fast access to both live and archived search data. | ⭐ 0 | 2025-03-04T15:32:09Z  
**[Serper (@marcopesani)](https://github.com/marcopesani/mcp-server-serper)** | Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks. | ⭐ 2 | 2025-03-13T00:28:44Z  
**[Server (@agentico-dev)](https://github.com/agentico-dev/mcp-server)** | MCP Server provides a simpler API to interact with the Model Context Protocol by allowing users to define custom tools and services to streamline workflows and processes. | ⭐ 2 | 2025-03-10T14:00:32Z  
**[Server (@divslingerx)](https://github.com/divslingerx/mcp-server)** | A lightweight, stateless MCP server utilizing Puppeteer for web searches, returning structured JSON results, easily integratable with other MCP-enabled systems. | ⭐ 0 | 2025-01-20T18:03:10Z  
**[Server (@dmayboroda)](https://github.com/dmayboroda/minima/tree/HEAD/mcp-server)** | Search and retrieve context from local files for RAG. | ⭐ 605 | 2025-03-17T07:45:39Z  
**[Server (@e2b-dev)](https://github.com/e2b-dev/mcp-server)** | Using MCP to run code via e2b. | ⭐ 133 | 2025-03-17T03:48:33Z  
**[Server (@EyevinnOSC)](https://github.com/EyevinnOSC/mcp-server)** | MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions based on open web services. Web services based on open source where the creator gets a share of the revenue the platform generates. | ⭐ 5 | 2025-03-08T15:37:22Z  
**[Server (@financial-datasets)](https://github.com/financial-datasets/mcp-server)** | Stock market API made for AI agents | ⭐ 40 | 2025-03-17T04:12:29Z  
**[Server (@inkdropapp)](https://github.com/inkdropapp/mcp-server)** | Integrates Inkdrop note-taking app with Claude AI through Model Context Protocol, allowing Claude to search, read, create, and update notes in your Inkdrop database. | ⭐ 11 | 2025-03-17T06:08:14Z  
**[Server (@integration-app)](https://github.com/integration-app/mcp-server)** | This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol. | ⭐ 10 | 2025-03-17T01:18:20Z  
**[Server (@jamsocket)](https://github.com/jamsocket/forevervm/tree/HEAD/javascript/mcp-server)** | Enable long-running Python REPL execution on a remote machine | ⭐ 137 | 2025-03-16T16:28:02Z  
**[Server (@jamsocket)](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** | Run Python in a code sandbox. | ⭐ 137 | 2025-03-16T16:28:02Z  
**[Server (@la-rebelion)](https://github.com/la-rebelion/mcp-server)** | MCP Server simplifies the implementation of the Model Context Protocol by providing a user-friendly API to create custom tools and manage server workflows efficiently. | ⭐ 3 | 2025-01-13T19:47:28Z  
**[Server (@rdvo)](https://github.com/rdvo/mcp-server)** | A Model Context Protocol server that enables LLMs to automate web browsers using Puppeteer, allowing navigation, screenshots, form filling, and JavaScript execution in a real browser environment. | ⭐ 0 | 2024-12-05T06:05:01Z  
**[Server (@rgarcia)](https://github.com/rgarcia/mcp-server-server)** | Transforms stdio-based MCP servers into websocket-accessible servers, enabling network-based communication and simplified client development. | ⭐ 1 | 2025-02-28T20:58:11Z  
**[Server (@upstash)](https://github.com/upstash/mcp-server)** | Integrates with Upstash's Developer APIs to enable natural language management of Redis databases. | ⭐ 20 | 2025-03-13T15:29:18Z  
**[Server (@yeakub108)](https://github.com/yeakub108/mcp-server)** | A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities. | ⭐ 0 | 2025-03-06T07:06:19Z  
**[Serverless Rag Server (@sionic-ai)](https://github.com/sionic-ai/serverless-rag-mcp-server)** | An open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform. | ⭐ 25 | 2025-03-17T03:29:30Z  
**[Serverman (@benhaotang)](https://github.com/benhaotang/mcp-serverman)** | Server that manages Claude's configuration for other MCP servers. | ⭐ 5 | 2025-03-11T09:06:07Z  
**[Servers (@esh2n)](https://github.com/esh2n/mcp-servers)** | Integrates data processing libraries and external services to facilitate complex data operations, transformations, and API interactions across multiple formats and sources. | ⭐ 0 | 2025-02-25T02:57:17Z  
**[Servers (@kuzushilabsorg)](https://github.com/kuzushilabsorg/mcp-servers)** | Integrates with weather data APIs to provide current conditions and forecasts for trip planning and outdoor event scheduling. | ⭐ 0 | 2025-02-28T00:38:15Z  
**[Servers Kagi (@ac3xx)](https://github.com/ac3xx/mcp-servers-kagi)** | Kagi search API integration | ⭐ 21 | 2025-03-17T01:11:33Z  
**[Servicenow Mcp (@michaelbuckner)](https://github.com/michaelbuckner/servicenow-mcp)** | A Model Context Protocol server enabling AI agents to access and manipulate ServiceNow data through natural language interactions, allowing users to search for records, update them, and manage scripts. | ⭐ 4 | 2025-03-17T13:32:33Z  
**[Servicenow Mcp (@osomai)](https://github.com/osomai/servicenow-mcp)** | A MCP server to interact with a ServiceNow instance | ⭐ 3 | 2025-03-14T07:24:34Z  
**[Sg Lta (@arjunkmrm)](https://github.com/arjunkmrm/mcp-sg-lta)** | Facilitates real-time access to Singapore's Land Transport Authority (LTA) transportation data, offering insights into bus arrivals, train services, traffic conditions, and more through integration with the LTA DataMall API. | ⭐ 0 | 2025-02-12T17:17:47Z  
**[Shannon Thinking (@olaservo)](https://github.com/olaservo/shannon-thinking)** | A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation. | ⭐ 4 | 2025-03-13T23:40:23Z  
**[Shell (@hdresearch)](https://github.com/hdresearch/mcp-shell)** | A Node.js implementation of the Model Context Protocol that provides secure shell command execution capabilities, allowing AI models like Claude to run shell commands in a controlled environment with built-in security measures. | ⭐ 23 | 2025-03-09T19:39:56Z  
**[Shell (@odysseus0)](https://github.com/odysseus0/mcp-server-shell)** | A Model Context Protocol server that allows LLMs to execute shell commands and receive their output in a controlled manner. | ⭐ 0 | 2024-12-12T00:12:06Z  
**[Shell Mcp (@kevinwatt)](https://github.com/kevinwatt/shell-mcp)** | Provides a shell command execution interface for secure and controlled access to local system operations, enabling automation tasks and system management. | ⭐ 1 | 2025-02-20T18:14:10Z  
**[Shell Server (@blazickjp)](https://github.com/blazickjp/shell-mcp-server)** | A secure server that enables AI applications to execute shell commands in specified directories, supporting multiple shell types (bash, sh, cmd, powershell) with built-in security features like directory isolation and timeout control. | ⭐ 9 | 2025-03-16T10:54:40Z  
**[Shell Server (@tumf)](https://github.com/tumf/mcp-shell-server)** | Execute whitelisted shell commands on the host system via asyncio. | ⭐ 35 | 2025-03-17T02:13:21Z  
**[Shodan (@BurtTheCoder)](https://github.com/BurtTheCoder/mcp-shodan)** | MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more. | ⭐ 12 | 2025-03-16T17:36:18Z  
**[Shopify Py Mcp (@kishimoto-banana)](https://github.com/kishimoto-banana/shopify-py-mcp)** | MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores. | ⭐ 0 | 2025-03-03T16:26:35Z  
**[Shopify Server (@amir-bengherbi)](https://github.com/amir-bengherbi/shopify-mcp-server)** | Enables interaction with Shopify store data using the GraphQL API, supporting product, customer, and order management with comprehensive error handling. | ⭐ 6 | 2025-03-09T06:04:14Z  
**[Shopify Server (@siddhantbajaj)](https://github.com/siddhantbajaj/shopify-mcp-server)** | This MCP server connects clients with Shopify store data, enabling retrieval of product and customer information via exposed tools. | ⭐ 3 | 2025-03-09T10:36:33Z  
**[Shortcut Mcp (@zekus)](https://github.com/zekus/shortcut-mcp)** | A Model Context Protocol server that enables interaction with Shortcut (formerly Clubhouse) project management tool, allowing users to view and search projects, stories, epics, and objectives, as well as create new items through natural language. | ⭐ 3 | 2025-02-26T21:07:09Z  
**[Sillytavern Mcp Extension (@CG-Labs)](https://github.com/CG-Labs/SillyTavern-MCP-Extension)** | Enables external tool registration and execution through WebSocket-based communication, providing a unified interface for real-time tool management within SillyTavern. | ⭐ 3 | 2025-03-15T06:25:55Z  
**[Simple Arxiv (@andybrandt)](https://github.com/andybrandt/mcp-simple-arxiv)** | An MCP server that provides access to arXiv papers through their API. | ⭐ 31 | 2025-03-17T11:14:58Z  
**[Simple Files Vectorstore (@lishenxydlgzs)](https://github.com/lishenxydlgzs/simple-files-vectorstore)** | A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context. | ⭐ 14 | 2025-03-16T21:04:07Z  
**[Simple Openai Assistant (@andybrandt)](https://github.com/andybrandt/mcp-simple-openai-assistant)** | Create and manage conversations with OpenAI assistants. | ⭐ 17 | 2025-03-16T06:37:32Z  
**[Simple Pubmed (@andybrandt)](https://github.com/andybrandt/mcp-simple-pubmed)** | An MCP server that provides access to PubMed articles through the Entrez API. | ⭐ 24 | 2025-03-17T11:46:05Z  
**[Simple Timeserver (@andybrandt)](https://github.com/andybrandt/mcp-simple-timeserver)** | An MCP server that allows checking local time on the client machine or current UTC time from an NTP server | ⭐ 7 | 2025-03-10T20:36:07Z  
**[Simulator Server (@JoshuaRileyDev)](https://github.com/JoshuaRileyDev/simulator-mcp-server)** | Control iOS simulators for automated testing and app deployment. | ⭐ 18 | 2025-03-16T11:06:24Z  
**[Singlestore Server (@madhukarkumar)](https://github.com/madhukarkumar/singlestore-mcp-server)** | A server for interacting with SingleStore databases, enabling table querying, schema descriptions, and ER diagram generation with secure SSL support and TypeScript safety. | ⭐ 2 | 2025-03-11T18:49:09Z  
**[Siri Shortcuts (@dvcrn)](https://github.com/dvcrn/mcp-server-siri-shortcuts)** | Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools. | ⭐ 13 | 2025-03-17T13:44:20Z  
**[Sketchfab mcp (@Eddydpyl)](https://github.com/Eddydpyl/sketchfab_mcp)** | Provides a streamlined interface to the Sketchfab API for searching and downloading 3D models with filtering options for animated or rigged content. | ⭐ 0 | 2025-03-06T16:06:20Z  
**[Sketchup Mcp (@mhyrr)](https://github.com/mhyrr/sketchup-mcp)** | Integrates with Sketchup to enable AI-assisted 3D modeling through bidirectional communication, allowing creation, modification, and transformation of components directly within the modeling environment. | ⭐ 8 | 2025-03-17T10:08:06Z  
**[Skrape Mcp (@skrapeai)](https://github.com/skrapeai/skrape-mcp)** | Converts HTML pages into clean, structured Markdown for feeding web content into language models, enabling use cases like content analysis and information extraction. | ⭐ 5 | 2025-03-09T21:31:13Z  
**[Slack (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/slack)** | Channel management and messaging capabilities | ⭐ 19102 | 2025-03-17T14:17:30Z  
**[Slack (@z9905080)](https://github.com/z9905080/mcp-slack)** | Integrates with Slack workspaces to enable channel management, messaging, thread interactions, reaction handling, and user information retrieval for team communication platforms. | ⭐ 0 | 2025-03-11T10:09:51Z  
**[Slack search function mcp (@takuya0206)](https://github.com/takuya0206/slack_search_function_mcp)** | Integrates with Slack workspaces to provide direct access to users, channels, messages, and search functionality through a TypeScript-based server that handles pagination and API errors automatically. | ⭐ 0 | 2025-03-14T07:34:10Z  
**[Slack User Mcp (@lars-hagen)](https://github.com/lars-hagen/slack-user-mcp)** | Integrates with Slack workspaces to enable user-level interactions like messaging, reactions, and channel management without bot permissions. | ⭐ 3 | 2025-03-12T12:27:03Z  
**[Sleep Mcp (@Garoth)](https://github.com/Garoth/sleep-mcp)** | A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, useful for adding delays between operations such as waiting between API calls or testing eventually consistent systems. | ⭐ 5 | 2025-03-11T22:04:25Z  
**[Slim Mcp (@webdevtodayjason)](https://github.com/webdevtodayjason/slim-MCP)** | Integrates diverse utility services including weather data, email, task management, currency conversion, and calendar functions through a RESTful API for seamless incorporation into applications. | ⭐ 0 | 2025-03-12T17:26:53Z  
**[Slop Adapter (@kortexa-ai)](https://github.com/kortexa-ai/mcp-slop-adapter)** | A proxy server that converts Model Context Protocol (MCP) messages to Simple Language Open Protocol (SLOP) messages, allowing MCP clients like Claude Desktop to interact with SLOP-compatible servers. | ⭐ 10 | 2025-03-15T03:36:03Z  
**[Slowtime Server (@bmorphism)](https://github.com/bmorphism/slowtime-mcp-server)** | Integrates drand and tlock-js to enable secure, time-locked encryption for managing scheduled events with cryptographic guarantees. | ⭐ 2 | 2025-02-19T05:06:41Z  
**[Smartsheet Server (@terilios)](https://github.com/terilios/smartsheet-server)** | Provides seamless integration with Smartsheet, enabling automated operations on Smartsheet documents through a standardized interface that bridges AI-powered automation tools with Smartsheet's collaboration platform. | ⭐ 3 | 2025-03-14T23:58:44Z  
**[Smithery Mcp (@novuhq)](https://github.com/novuhq/smithery-mcp)** | Enables AI agents to interact with Novu's notification system, facilitating operations like sending notifications, managing subscribers, and organizing topics. | ⭐ 1 | 2025-02-17T18:14:34Z  
**[Smtp (@samihalawa)](https://github.com/samihalawa/mcp-server-smtp)** | Provides SMTP email functionality with tools for sending individual and bulk emails, managing configurations, and creating customizable templates with variable substitution for automated, personalized email campaigns. | ⭐ 1 | 2025-03-12T06:26:19Z  
**[Snapshot Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-snapshot-server)** | Integrates with the National Weather Service API to retrieve weather alerts by state and forecasts by coordinates for basic weather information access. | ⭐ 0 | 2025-02-07T21:00:38Z  
**[Snowflake Server (@isaacwasserman)](https://github.com/isaacwasserman/mcp-snowflake-server)** | Run SQL queries and other interactions against Snowflake databases | ⭐ 16 | 2025-03-17T04:47:31Z  
**[Snowflake Service (@datawiz168)](https://github.com/datawiz168/mcp-snowflake-service)** | A Model Context Protocol server that enables Claude to execute SQL queries on Snowflake databases with automatic connection lifecycle management. | ⭐ 16 | 2025-03-13T09:23:36Z  
**[Social Listening (@fred-em)](https://github.com/fred-em/social-listening)** | Integrates with Syften's API to enable real-time social listening, content categorization, and trend analysis for enhanced social media strategies. | ⭐ 1 | 2025-02-13T11:55:44Z  
**[Social Media Mcp (@angheljf)](https://github.com/angheljf/social-media-mcp)** | A Model Context Protocol server for managing social media posts on X (formerly Twitter), supporting posting, thread creation, and listing posts. | ⭐ 7 | 2025-03-11T05:05:44Z  
**[Software Planning Mcp (@NightTrek)](https://github.com/NightTrek/Software-planning-mcp)** | Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol. | ⭐ 75 | 2025-03-16T21:25:33Z  
**[Sol (@tywenk)](https://github.com/tywenk/mcp-sol)** | A server that enables interaction with the Solana blockchain, providing access to over 40 Solana RPC methods including getting balances, transaction details, block information, and sending transactions. | ⭐ 0 | 2025-01-25T21:56:47Z  
**[Solana Dev Mcp (@solana-foundation)](https://github.com/solana-foundation/solana-dev-mcp)** | Integrates with Solana blockchain to provide direct access to account data, transaction details, and network parameters through TypeScript-based RPC methods for developers building on the Solana ecosystem. | ⭐ 19 | 2025-03-17T05:37:11Z  
**[Solana Docs Server (@aldrin-labs)](https://github.com/aldrin-labs/solana-docs-mcp-server)** | solan docs context | ⭐ 2 | 2025-01-10T21:49:27Z  
**[Solana Mcp (@caiovicentino)](https://github.com/caiovicentino/Solana-MCP)** | A Model Context Protocol server enabling AI agents to interact with the Solana blockchain for DeFi operations like checking balances, transferring tokens, executing swaps, and fetching price data. | ⭐ 13 | 2025-03-17T07:27:13Z  
**[Solana Mcp (@sendaifun)](https://github.com/sendaifun/solana-mcp)** | A Model Context Protocol server that enables Claude AI to interact with the Solana blockchain through a standardized interface, providing tools for transactions, account queries, and wallet management. | ⭐ 15 | 2025-03-17T09:55:54Z  
**[Solana Server (@akc2267)](https://github.com/akc2267/solana-mcp-server)** | A server that provides simple RPC endpoints for common Solana blockchain operations, allowing users to check balances, get account information, and transfer SOL between accounts. | ⭐ 0 | 2025-02-06T17:13:49Z  
**[Solana Server (@aldrin-labs)](https://github.com/aldrin-labs/solana-mcp-server)** | mcp server that allows to do actual actions related to solana first version adds knowledge about RPC methods and how to call them | ⭐ 17 | 2025-03-17T14:08:15Z  
**[Solana Server (@openSVM)](https://github.com/openSVM/solana-mcp-server)** | Integrates with Solana's blockchain to enable querying account data, managing tokens, and analyzing transactions using a Rust-based abstraction layer over the RPC API. | ⭐ 16 | 2025-03-14T16:08:02Z  
**[Solarwinds (@jakenuts)](https://github.com/jakenuts/mcp-solarwinds)** | An MCP server for searching and visualizing SolarWinds Observability logs, allowing users to query log data with filtering options and generate visual representations of log events over time. | ⭐ 0 | 2025-03-06T15:47:13Z  
**[Solr Mcp (@allenday)](https://github.com/allenday/solr-mcp)** | Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured data repositories without direct database access | ⭐ 0 | 2025-03-14T11:01:50Z  
**[Solver (@szeider)](https://github.com/szeider/mcp-solver)** | A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving capabilities to Large Language Models. | ⭐ 22 | 2025-03-11T11:37:16Z  
**[Source Relation (@owayo)](https://github.com/owayo/mcp-source-relation)** | Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding. | ⭐ 0 | 2025-02-24T05:58:21Z  
**[Source Sage Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/source-sage-mcp-server)** | A TypeScript-based server that visualizes project directory structures in Markdown format, automatically documenting file contents with syntax highlighting and supporting customizable exclusion patterns. | ⭐ 1 | 2024-12-22T14:04:57Z  
**[Sourcesyncai Mcp (@scmdr)](https://github.com/scmdr/sourcesyncai-mcp)** | Integrates with SourceSync.ai's knowledge management platform to enable semantic search, document management, and content ingestion from diverse sources for AI-driven knowledge retrieval and document analysis. | ⭐ 0 | 2025-03-03T15:18:06Z  
**[Specif Ai Server (@vj-presidio)](https://github.com/vj-presidio/specif-ai-mcp-server)** | A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform. | ⭐ 0 | 2025-02-25T15:07:45Z  
**[Speckle Mcp (@bimgeek)](https://github.com/bimgeek/speckle-mcp)** | Integrates with Speckle to enable querying and analyzing 3D design and AEC project data, including listing projects, retrieving details, searching by name or description, and accessing model versions for architecture, engineering, and construction professionals. | ⭐ 0 | 2025-03-10T19:20:05Z  
**[Speech Mcp (@Kvadratni)](https://github.com/Kvadratni/speech-mcp)** | A Goose MCP extension providing voice interaction with modern audio visualization, allowing users to communicate with Goose through speech rather than text. | ⭐ 7 | 2025-03-16T09:55:20Z  
**[Spinnaker (@dion-hagan)](https://github.com/dion-hagan/mcp-server-spinnaker)** | Integrates with Spinnaker to enable AI-driven management of deployments, pipelines, and applications for enhanced CI/CD automation and orchestration. | ⭐ 0 | 2024-12-03T05:30:18Z  
**[Splunk Mcp (@livehybrid)](https://github.com/livehybrid/splunk-mcp)** | A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language. This tool provides a set of capabilities for searching Splunk data, managing KV stores, and accessing Splunk resources | ⭐ 2 | 2025-03-12T23:02:34Z  
**[Spotify (@ashwanth1109)](https://github.com/ashwanth1109/mcp-spotify)** | A FastMCP tool that enables control of Spotify through natural language commands in Cursor Composer, allowing users to manage playback, search for content, and interact with playlists. | ⭐ 1 | 2025-02-17T15:53:58Z  
**[Spotify (@superseoworld)](https://github.com/superseoworld/mcp-spotify)** | Integrates with Spotify Web API to enable music search, playback control, and playlist management for applications needing music data and content access. | ⭐ 2 | 2025-03-03T12:50:48Z  
**[Spotify Mcp (@varunneal)](https://github.com/varunneal/spotify-mcp)** | A server that connects Claude with Spotify, allowing users to control playback, search content, get information about tracks/albums/artists/playlists, and manage the Spotify queue. | ⭐ 100 | 2025-03-17T08:27:51Z  
**[Spring Io Api Mcp (@martinlippert)](https://github.com/martinlippert/spring-io-api-mcp)** | Integrates with Spring's API to provide release information and support timelines for Spring projects, enabling dependency management and upgrade planning. | ⭐ 4 | 2025-02-27T06:24:32Z  
**[Sqlexpress (@hanweg)](https://github.com/hanweg/mcp-sqlexpress)** | Facilitates interaction with Microsoft SQL Server Express, supporting database operations such as querying, table management, and schema inspection via natural language MCP commands. | ⭐ 1 | 2025-02-20T18:14:30Z  
**[Sqlite (@fishcode2025)](https://github.com/fishcode2025/mcp-sqlite)** | Provides a SQLite-based database backend for efficient data storage and retrieval, leveraging Rust and integrating with mcp-core and mcp-server libraries for embedded systems, desktop applications, or small-scale server deployments. | ⭐ 1 | 2025-03-13T19:37:31Z  
**[Sqlite (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite)** | Database interaction and business intelligence capabilities | ⭐ 19103 | 2025-03-17T14:17:45Z  
**[Sqlite Bun Server (@jacksteamdev)](https://github.com/jacksteamdev/mcp-sqlite-bun-server)** | Integrates with SQLite to provide database querying and BI capabilities. | ⭐ 8 | 2025-02-18T19:22:05Z  
**[Sqlite Explorer Fastserver (@hannesrudolph)](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server)** | An MCP server that provides safe, read-only access to SQLite databases through MCP. This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. | ⭐ 16 | 2025-03-16T23:21:57Z  
**[Sqlite Literature Management Fastserver (@YUZongmin)](https://github.com/YUZongmin/sqlite-literature-management-fastmcp-mcp-server)** | Integrates literature management operations with knowledge graphs to enable flexible paper tracking, structured note-taking, and research trend analysis. | ⭐ 7 | 2025-02-07T18:19:38Z  
**[Sqlite Npx (@johnnyoshika)](https://github.com/johnnyoshika/mcp-server-sqlite-npx)** | A Node.js implementation of the Model Context Protocol server using SQLite, providing a npx-based alternative for environments lacking Python's UVX runner. | ⭐ 2 | 2025-03-16T01:03:39Z  
**[Sqlite Server (@mekanixms)](https://github.com/mekanixms/sqlite-mcp-server)** | Integrates with SQLite databases to enable AI-driven schema exploration, querying, updates, and statistical analysis for efficient data management and rapid prototyping. | ⭐ 1 | 2025-02-11T15:43:58Z  
**[Square Mcp (@block)](https://github.com/block/square-mcp)** | A server that enables interaction with Square's API via Goose, supporting queries for locations, customers, and more with context preservation and MCP-compliant responses. | ⭐ 1 | 2025-03-15T10:30:32Z  
**[Src Tree (@owayo)](https://github.com/owayo/mcp-src-tree)** | Generates source code directory trees using Python and pathspec for flexible path matching, enabling code analysis and project structure visualization. | ⭐ 0 | 2025-02-24T05:31:48Z  
**[Sse Authenticated Cloud Run (@the-freetech-company)](https://github.com/the-freetech-company/mcp-sse-authenticated-cloud-run)** | A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that enables team collaboration by providing authenticated access via Google Cloud IAM, allowing teams to share custom MCP servers over the internet before official MCP authentication is implemented. | ⭐ 8 | 2025-03-16T22:34:34Z  
**[Ssh (@shaike1)](https://github.com/shaike1/mcp-server-ssh)** | A secure SSH server implementation for Model Context Protocol that enables remote command execution and file operations, supporting both password and key-based authentication. | ⭐ 7 | 2025-03-15T07:32:29Z  
**[Ssh Rails Runner (@tadasant)](https://github.com/tadasant/mcp-server-ssh-rails-runner)** | Enables safe remote execution of Rails console commands via SSH for efficient data operations and administrative tasks on production Rails applications. | ⭐ 7 | 2025-03-16T01:45:12Z  
**[Ssh Tools Mcp (@lightfate)](https://github.com/lightfate/ssh-tools-mcp)** | Provides a secure SSH interface for connecting to remote servers, executing commands, and maintaining persistent sessions throughout conversations for system administration and server management tasks. | ⭐ 0 | 2025-03-13T06:59:30Z  
**[Stability Ai (@tadasant)](https://github.com/tadasant/mcp-server-stability-ai)** | An MCP Server that integrates with Stability AI's API to provide high-quality image generation, editing, and manipulation capabilities including background removal, outpainting, search-and-replace, and upscaling. | ⭐ 40 | 2025-03-16T17:42:53Z  
**[Starknet Mcp (@milancermak)](https://github.com/milancermak/starknet-mcp)** | Facilitates interaction with Starknet blockchain via MCP by exposing various RPC methods, allowing users to query chain states, transaction details, and block information using natural language queries. | ⭐ 8 | 2025-03-04T11:37:54Z  
**[Starrocks (@hagsmand)](https://github.com/hagsmand/mcp-server-starrocks)** | This MCP server provides connection to Starrocks allows you to explore this query engine with minimum effort. | ⭐ 0 | 2025-03-09T11:25:42Z  
**[Starrocks (@StarRocks)](https://github.com/StarRocks/mcp-server-starrocks)** | Integrates with StarRocks databases to enable efficient data querying and manipulation through customizable connection settings and support for both read and write operations. | ⭐ 6 | 2025-03-14T14:25:30Z  
**[Starter Template (@StevenStavrakis)](https://github.com/StevenStavrakis/mcp-starter-template)** | A production-ready template for creating Model Context Protocol servers with TypeScript, providing tools for efficient testing, development, and deployment. | ⭐ 12 | 2025-03-17T06:37:55Z  
**[Starwind Ui Mcp (@Boston343)](https://github.com/Boston343/starwind-ui-mcp)** | This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components. | ⭐ 2 | 2025-03-16T17:59:56Z  
**[Stateset Server (@stateset)](https://github.com/stateset/stateset-mcp-server)** | Integrates with StateSet's issue operations system, enabling management of returns, orders, warranties, shipments, and manufacturing processes through a robust set of tools for creating and updating business records. | ⭐ 0 | 2025-03-07T02:04:39Z  
**[Statsource Mcp (@jamie7893)](https://github.com/jamie7893/statsource-mcp)** | Integrates with statistical and machine learning tools to perform data analysis, calculations, and time-series forecasting on user data from various sources including CSV files and databases. | ⭐ 0 | 2025-03-16T01:35:31Z  
**[Stealth Browser Mcp (@newbeb)](https://github.com/newbeb/stealth-browser-mcp)** | Provides stealth browser capabilities using Playwright with anti-detection techniques, allowing MCP clients to navigate websites and take screenshots while evading common bot detection systems. | ⭐ 1 | 2025-02-27T07:06:06Z  
**[Steam (@dsp)](https://github.com/dsp/mcp-server-steam)** | Integrates with the Steam Web API. Allows for querying various stats, such as games in your library and their respective playtime. | ⭐ 0 | 2025-02-18T23:29:47Z  
**[Steam (@exi)](https://github.com/exi/mcp-steam)** | Integrates with the Steam Web API to access user data, game information, and Steam-related functionalities for analyzing gaming habits, providing recommendations, or incorporating Steam profiles into applications. | ⭐ 0 | 2025-03-03T21:08:36Z  
**[Steel Server (@steel-dev)](https://github.com/steel-dev/steel-mcp-server)** | Integrates Puppeteer with Steel SDK for browser automation, enabling complex web interactions and data extraction. | ⭐ 25 | 2025-03-16T10:03:36Z  
**[Stock Analysis Mcp (@ranveer0323)](https://github.com/ranveer0323/stock-analysis-mcp)** | Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals. | ⭐ 0 | 2025-03-02T16:20:45Z  
**[Stockflow (@twolven)](https://github.com/twolven/mcp-stockflow)** | Integrates with the Yahoo Finance API to provide real-time stock market data and analysis tools for financial research and trading strategies. | ⭐ 4 | 2025-03-16T02:00:09Z  
**[Stockmcp (@Shak2000)](https://github.com/Shak2000/StockMCP)** | Integrates with Yahoo Finance API to provide real-time stock prices, company information, historical data, and market news through LLaMA 3.2 3B while preserving all regular model capabilities. | ⭐ 0 | 2025-03-14T04:51:16Z  
**[Stocks (@luigiajah)](https://github.com/luigiajah/mcp-stocks)** | Provides real-time stock market data and trading capabilities using yfinance, offering tools for quotes, company information, historical prices, symbol search, analyst recommendations, and insider transactions. | ⭐ 2 | 2025-03-15T00:06:55Z  
**[Stockscreen (@twolven)](https://github.com/twolven/mcp-stockscreen)** | Integrates with Yahoo Finance to provide advanced stock screening and analysis capabilities for technical, fundamental, and options-based trading strategies. | ⭐ 12 | 2025-03-17T09:46:33Z  
**[Story Hub (@piplabs)](https://github.com/piplabs/story-mcp-hub)** | Integrates with Story Protocol's Python SDK to enable blockchain-based intellectual property management, including minting, registering, and licensing IP assets. | ⭐ 10 | 2025-03-17T04:05:21Z  
**[Strapi Mcp (@l33tdawg)](https://github.com/l33tdawg/strapi-mcp)** | Provides access to Strapi CMS content through the MCP protocol, allowing users to create, read, update, and delete content entries via Claude. | ⭐ 1 | 2025-03-16T01:04:31Z  
**[Strapi Server (@misterboe)](https://github.com/misterboe/strapi-mcp-server)** | Integrates Strapi CMS content into workflows, enabling manipulation of data for content management and querying in Strapi-powered applications. | ⭐ 9 | 2025-03-17T09:55:50Z  
**[Strava (@MariyaFilippova)](https://github.com/MariyaFilippova/mcp-strava)** | Integrates with Strava's API to retrieve and analyze fitness data, enabling workout planning, progress tracking, and performance analysis for athletic applications. | ⭐ 3 | 2025-02-25T12:23:57Z  
**[Strava (@rbctmz)](https://github.com/rbctmz/mcp-server-strava)** | Integration Strava API с Model Context Protocol SDK | ⭐ 0 | 2025-03-08T12:59:18Z  
**[Strava Server (@ctvidic)](https://github.com/ctvidic/strava-mcp-server)** | A Model Context Protocol server that enables language models to interact with Strava data, including activities, athlete statistics, routes, achievements, and social features. | ⭐ 1 | 2025-03-16T04:57:49Z  
**[Strava Server (@tomekkorbak)](https://github.com/tomekkorbak/strava-mcp-server)** | A Model Context Protocol server that provides language models with access to Strava API data, allowing them to query and analyze athlete activities from Strava. | ⭐ 2 | 2025-03-16T02:07:05Z  
**[Stripe (@atharvagupta2003)](https://github.com/atharvagupta2003/mcp-stripe)** | A server that integrates with Stripe for handling payments, customers, and refunds through the Model Context Protocol, providing a secure API to manage financial transactions. | ⭐ 11 | 2025-03-16T10:56:48Z  
**[Substack (@michalnaka)](https://github.com/michalnaka/mcp-substack)** | A Model Context Protocol server that enables downloading and parsing Substack posts directly through the Claude desktop app, allowing users to access and summarize Substack content. | ⭐ 2 | 2024-12-05T23:45:43Z  
**[Substack Fetcher Mcp (@pl728)](https://github.com/pl728/substack-fetcher-mcp)** | Enables fetching and reading subscriber-only content from Trade Companion by Adam Mancini on Substack, allowing Claude to access and discuss the latest financial trading articles. | ⭐ 1 | 2025-03-06T07:42:32Z  
**[Summarization Functions (@Braffolk)](https://github.com/Braffolk/mcp-summarization-functions)** | Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window. | ⭐ 18 | 2025-03-16T06:41:05Z  
**[Summarizer (@0xshellming)](https://github.com/0xshellming/mcp-summarizer)** | MCP Server for AI Summarization, Support for multiple content types: * Plain text * Web pages * PDF documents * EPUB books * HTML content | ⭐ 6 | 2025-03-17T01:11:00Z  
**[Sumologic (@samwang0723)](https://github.com/samwang0723/mcp-sumologic)** | Integrates with Sumo Logic's API to enable log search with configurable queries and time ranges, supporting error handling and easy deployment via Docker. | ⭐ 0 | 2025-03-05T01:27:32Z  
**[Supabase (@stefanraath3)](https://github.com/stefanraath3/mcp-supabase)** | An MCP server that connects to Supabase PostgreSQL databases, exposing table schemas as resources and providing tools for data analysis through SQL queries. | ⭐ 0 | 2025-03-05T20:21:21Z  
**[Supabase Mcp (@DynamicEndpoints)](https://github.com/DynamicEndpoints/supabase-mcp)** | An MCP server that provides tools for interacting with Supabase databases, storage, and edge functions. | ⭐ 36 | 2025-03-13T14:02:31Z  
**[Supabase Mcp (@NightTrek)](https://github.com/NightTrek/Supabase-MCP)** | Bridges Supabase databases with natural language commands for querying tables, generating TypeScript types, and exploring schemas. | ⭐ 8 | 2025-03-15T15:57:14Z  
**[Supabase Nextjs Server (@tengfone)](https://github.com/tengfone/supabase-nextjs-mcp-server)** | A TypeScript-based MCP server for handling a simple notes system with NextJS that supports creating and summarizing text notes using MCP concepts. | ⭐ 3 | 2025-03-09T15:46:20Z  
**[Supabase Server (@alexander-zuev)](https://github.com/alexander-zuev/supabase-mcp-server)** | Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution. | ⭐ 411 | 2025-03-17T12:41:59Z  
**[Supabase Server (@JoshuaRileyDev)](https://github.com/JoshuaRileyDev/supabase-mcp-server)** | A Model Context Protocol (MCP) server that provides programmatic access to the Supabase Management API. This server allows AI models and other clients to manage Supabase projects and organizations through a standardized interface. | ⭐ 26 | 2025-03-15T21:31:21Z  
**[Supabase Server (@mattarnster)](https://github.com/mattarnster/supabase-mcp-server)** | Integrates with the Supabase CLI to enable project management, database operations, and automated workflows for Supabase projects. | ⭐ 0 | 2025-03-04T22:27:13Z  
**[Supavec Server (@taishikato)](https://github.com/taishikato/supavec-mcp-server)** | Enables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities. | ⭐ 3 | 2025-03-15T10:09:18Z  
**[Super Shell Mcp (@cfdude)](https://github.com/cfdude/super-shell-mcp)** | Enables secure execution of shell commands across Windows, macOS, and Linux with a three-tier whitelist security model for controlled system access. | ⭐ 0 | 2025-03-14T20:59:30Z  
**[Super Win Cli Server (@delorenj)](https://github.com/delorenj/super-win-cli-mcp-server)** | Provides unrestricted Windows system access and command execution across multiple shells for remote administration and complex task automation. | ⭐ 3 | 2025-02-07T17:33:20Z  
**[Supernotes To Obsidian (@al-how)](https://github.com/al-how/supernotes-to-obsidian)** | Automates importing Supernotes exports into Obsidian daily notes, formatting content and adding wikilinks for seamless note migration. | ⭐ 0 | 2024-12-28T22:00:44Z  
**[Superset Mcp (@aptro)](https://github.com/aptro/superset-mcp)** | Integrates with Apache Superset to enable data visualization, SQL query execution, dashboard management, and analytics workflows through authenticated API calls without leaving your conversational interface. | ⭐ 1 | 2025-03-17T09:32:05Z  
**[Supos (@FREEZONEX)](https://github.com/FREEZONEX/mcp-server-supos)** | An MCP protocol server that provides access to supOS open APIs, allowing MCP-compatible clients to query topic tree structures and details. | ⭐ 0 | 2025-03-06T03:38:40Z  
**[Surf Mcp (@ravinahp)](https://github.com/ravinahp/surf-mcp)** | For people who surf waves and the web. Unlocks wave analysis, forecasting, and custom surf applications. | ⭐ 11 | 2025-03-16T04:57:21Z  
**[Svelte Docs (@spences10)](https://github.com/spences10/mcp-svelte-docs)** | Integrates with Svelte documentation to enable efficient querying and retrieval of framework-specific content for development assistance. | ⭐ 13 | 2025-03-17T12:13:20Z  
**[Swagger Mcp (@johnneerdael)](https://github.com/johnneerdael/swagger-mcp)** | A Management Control Plane server that allows users to explore and analyze Swagger/OpenAPI specifications, providing features such as endpoint exploration, schema analysis, and customizable response formatting, with support for authentication and integration with tools like Claude. | ⭐ 4 | 2025-03-15T21:53:55Z  
**[Swagger Mcp (@readingdancer)](https://github.com/readingdancer/Swagger-MCP)** | Integrates with Swagger API specifications to download, cache, and extract endpoints, HTTP methods, models, and service connections for generating API interfaces from Swagger documentation. | ⭐ 4 | 2025-03-15T15:48:52Z  
**[Swiss (@a1j9o94)](https://github.com/a1j9o94/swiss)** | Swiss MCP is your AI-powered command center for orchestrating complex tasks with ease. Think of it as your personal AI assistant that can coordinate multiple AI tools to accomplish amazing things! | ⭐ 8 | 2025-03-17T02:24:48Z  
**[Switchbot Mcp (@genm)](https://github.com/genm/switchbot-mcp)** | Integrates with SwitchBot devices to enable smart home automation, device control, and status monitoring using the SwitchBot API. | ⭐ 0 | 2025-02-28T09:41:31Z  
**[System information mcp (@carterlasalle)](https://github.com/carterlasalle/system_information_mcp)** | An MCP server that provides detailed information about your development environment to the Cursor code editor, enabling more context-aware assistance. | ⭐ 1 | 2025-03-06T03:52:05Z  
**[Systemd Coredump (@signal-slot)](https://github.com/signal-slot/mcp-systemd-coredump)** | Enables MCP-capable applications to access, manage, and analyze system core dumps through integration with systemd-coredump functionality. | ⭐ 1 | 2025-03-08T15:16:02Z  
**[Systemprompt Core (@Ejb503)](https://github.com/Ejb503/systemprompt-mcp-core)** | Integrates with SystemPrompt.io to enable centralized creation, management, and versioning of prompts. | ⭐ 6 | 2025-02-19T14:21:50Z  
**[Systemprompt Gmail (@Ejb503)](https://github.com/Ejb503/systemprompt-mcp-gmail)** | Enables users to manage Gmail accounts using AI agent-assisted operations via an MCP protocol, supporting email search, reading, deletion, and sending with a voice-powered interface. | ⭐ 5 | 2025-03-09T19:59:08Z  
**[Systemprompt Interview (@Ejb503)](https://github.com/Ejb503/systemprompt-mcp-interview)** | Provides an AI-powered interview roleplay system for dynamic simulation of customizable interview scenarios, enabling practice and skill improvement for job seekers. | ⭐ 0 | 2025-02-19T17:50:26Z  
**[Systemprompt Notion (@Ejb503)](https://github.com/Ejb503/systemprompt-mcp-notion)** | A high-performance MCP server that integrates Notion into AI workflows, enabling interaction with Notion pages, databases, and comments through a standardized protocol. | ⭐ 13 | 2025-03-15T21:14:49Z  
**[Ta Tool (@Lumif-ai)](https://github.com/Lumif-ai/mcp-ta-tool)** | Provides real-time cryptocurrency technical analysis through FastMCP, calculating 12 and 26-period EMAs for Binance trading pairs using MongoDB-stored OHLCV data and Server-Sent Events. | ⭐ 0 | 2025-03-09T08:54:53Z  
**[Tailscale Mcp (@mrnugget)](https://github.com/mrnugget/tailscale-mcp)** | Enables querying Tailscale status by parsing CLI output on macOS, providing structured data about connected devices and network information. | ⭐ 2 | 2025-02-24T11:20:51Z  
**[Tana Mcp (@tim-mcdonnell)](https://github.com/tim-mcdonnell/tana-mcp)** | Integrates with Tana's Input API, enabling creation and manipulation of structured data in Tana workspaces for enhanced note-taking and automated data input tasks. | ⭐ 2 | 2025-03-12T17:17:46Z  
**[Task Server (@milkosten)](https://github.com/milkosten/task-mcp-server)** | Integrates with an external task API to provide CRUD operations for task management, enabling natural language interactions for task creation, filtering, and progress reporting. | ⭐ 1 | 2025-03-10T00:11:03Z  
**[Taskmanager (@kazuph)](https://github.com/kazuph/mcp-taskmanager)** | Implements a structured task management system resulting in step-by-step workflows requiring explicit user approval. | ⭐ 27 | 2025-03-15T19:19:34Z  
**[Taskmanager (@Rudra-ravi)](https://github.com/Rudra-ravi/mcp-taskmanager)** | Enables breaking down complex tasks into manageable steps with queue-based planning and execution, maintaining context across conversations through structured task tracking and visual progress monitoring. | ⭐ 1 | 2025-03-15T03:41:52Z  
**[Tasks Organizer (@huntsyea)](https://github.com/huntsyea/mcp-tasks-organizer)** | An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications. | ⭐ 3 | 2025-03-12T17:14:31Z  
**[Taskwarrior (@0xbeedao)](https://github.com/0xbeedao/mcp-taskwarrior)** | Integrates with Taskwarrior to enable task management through adding, updating, deleting, and listing tasks with project organization and priority level support. | ⭐ 0 | 2025-03-12T00:31:11Z  
**[Taskwarrior (@awwaiid)](https://github.com/awwaiid/mcp-server-taskwarrior)** | Node.js server implementing Model Context Protocol that enables interaction with TaskWarrior through natural language to view, filter, add, and complete tasks. | ⭐ 1 | 2025-03-16T01:15:07Z  
**[Tavily (@kshern)](https://github.com/kshern/mcp-tavily)** | A Model Context Protocol server enabling advanced search and content extraction using the Tavily API, with rich customization and integration options. | ⭐ 0 | 2025-02-24T14:19:40Z  
**[Tavily (@RamXX)](https://github.com/RamXX/mcp-tavily)** | Search and retrieve AI-enhanced web results via Tavily. | ⭐ 36 | 2025-03-17T08:50:12Z  
**[Tavily (@Tomatio13)](https://github.com/Tomatio13/mcp-server-tavily)** | Tavily AI search API | ⭐ 25 | 2025-03-17T06:28:40Z  
**[Tavily Extract (@algonacci)](https://github.com/algonacci/mcp-tavily-extract)** | Integrates with the Tavily API to extract web page content, enabling efficient web scraping capabilities for projects requiring content extraction. | ⭐ 0 | 2025-03-06T08:01:04Z  
**[Tavily Mcp (@tavily-ai)](https://github.com/tavily-ai/tavily-mcp)** | This server enables AI systems to integrate with Tavily's search and data extraction tools, providing real-time web information access and domain-specific searches. | ⭐ 119 | 2025-03-17T12:17:18Z  
**[Tavily Proxy (@tulong66)](https://github.com/tulong66/mcp-tavily-proxy)** | Enables LLMs to perform sophisticated web searches through proxy servers using Tavily's API, supporting comprehensive web searches, direct question answering, and recent news article retrieval with AI-extracted content. | ⭐ 1 | 2025-02-24T02:57:04Z  
**[Tavily Search (@algonacci)](https://github.com/algonacci/mcp-tavily-search)** | Integrates with the Tavily API to provide web search capabilities, enabling internet searches and fact-checking for up-to-date information retrieval. | ⭐ 0 | 2025-03-06T07:58:10Z  
**[Tavily Search (@arben-adm)](https://github.com/arben-adm/tavily-mcp-search)** | Integrates with Tavily search API to enable natural language web queries for retrieving up-to-date, contextual information from across the internet. | ⭐ 1 | 2025-02-03T13:26:31Z  
**[Tavily Search (@spences10)](https://github.com/spences10/mcp-tavily-search)** | Integrates Tavily's search API with LLMs to provide advanced web search capabilities, including intelligent result summaries, domain filtering for quality control, and configurable search parameters. | ⭐ 9 | 2025-03-15T08:33:08Z  
**[Tavily Search (@y7ut)](https://github.com/y7ut/mcp-tavily-search)** | Use Tavily Search to search for news pages or images. | ⭐ 0 | 2025-01-10T04:18:55Z  
**[Tavily Search Server (@apappascs)](https://github.com/apappascs/tavily-search-mcp-server)** | Integrates the Tavily Search API to perform real-time web searches for fact-checking, research, and content generation. | ⭐ 0 | 2025-02-04T13:40:41Z  
**[Tavily Server (@it-beard)](https://github.com/it-beard/tavily-server)** | Enables AI assistants to perform up-to-date web searches through the Tavily API, providing comprehensive search results with AI-generated summaries. | ⭐ 5 | 2025-01-14T18:04:54Z  
**[Tecton Mcp (@tecton-ai)](https://github.com/tecton-ai/tecton-mcp)** | Provides a set of tools to interact with Tecton clusters, manage feature stores, and execute Tecton CLI commands through the Mission Control Protocol. | ⭐ 0 | 2025-03-04T18:57:12Z  
**[Telegram (@lane83)](https://github.com/lane83/mcp-telegram)** | Integrates with Telegram chats via the Bot API to enable secure, whitelisted messaging and AI-powered interactions for automated workflows and communication channels. | ⭐ 1 | 2025-03-09T01:18:59Z  
**[Telegram (@sparfenyuk)](https://github.com/sparfenyuk/mcp-telegram)** | A bridge allowing Claude Desktop to access Telegram chats and messages via the Model Context Protocol, providing read-only capabilities to retrieve dialogs and messages from Telegram. | ⭐ 32 | 2025-03-15T03:42:35Z  
**[Tembo (@tembo-io)](https://github.com/tembo-io/mcp-server-tembo)** | An MCP server that enables Claude to interact with Tembo Cloud platform API, allowing users to manage Tembo Cloud resources through natural language. | ⭐ 7 | 2025-03-17T03:45:32Z  
**[Template (@jatinsandilya)](https://github.com/jatinsandilya/mcp-server-template)** | A starter template for building Model Context Protocol servers that can be integrated with Cursor or Claude Desktop, allowing developers to create custom tools and extensions for AI assistants. | ⭐ 8 | 2025-03-16T18:23:49Z  
**[Template (@stevennevins)](https://github.com/stevennevins/mcp-server-template)** | A TypeScript-based template for developing Model Context Protocol servers with features like dependency injection and service-based architecture, facilitating the creation and integration of custom data processing tools. | ⭐ 2 | 2025-03-10T11:42:33Z  
**[Templateio (@Lucker631)](https://github.com/Lucker631/mcp-templateio)** | A Model Context Protocol server that provides an image generation tool using Templated.io, allowing users to create customized images based on templates with text and image layers. | ⭐ 0 | 2025-03-03T22:57:48Z  
**[Tenki (@acxelerator)](https://github.com/acxelerator/mcp-tenki)** | Get weather of Japan | ⭐ 0 | 2025-01-13T06:14:43Z  
**[Terminal (@dillip285)](https://github.com/dillip285/mcp-terminal)** | Provides a secure terminal environment for executing system commands within allowed paths, enabling controlled file management and script execution. | ⭐ 3 | 2025-03-01T08:26:11Z  
**[Terminal (@RinardNick)](https://github.com/RinardNick/mcp-terminal)** | A secure terminal execution server that enables controlled command execution with security features and resource limits via the Model Context Protocol (MCP). | ⭐ 0 | 2025-01-20T15:59:02Z  
**[Terminal Controller Mcp (@GongRzhe)](https://github.com/GongRzhe/terminal-controller-mcp)** | An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface for LLMs. | ⭐ 1 | 2025-03-15T11:33:40Z  
**[Terminal Mcp (@Streen9)](https://github.com/Streen9/terminal-mcp)** | Provides a secure interface for executing commands, managing processes, and retrieving outputs in terminal or PowerShell environments, with robust logging and error handling for system administration and development tasks. | ⭐ 0 | 2025-03-04T04:28:41Z  
**[Terminal server (@theailanguage)](https://github.com/theailanguage/terminal_server)** | Enables execution of shell commands within a designated workspace directory, capturing both standard output and error streams for file operations, script running, and command-line tool interactions directly from conversations. | ⭐ 1 | 2025-03-08T13:10:31Z  
**[Terminal Use (@AItheLab)](https://github.com/AItheLab/mcp-terminal-use)** | Enables secure interaction with specified directories on a user's system through a command-line interface for file management and system automation tasks. | ⭐ 0 | 2025-01-15T22:00:26Z  
**[Terraform Cloud Mcp (@severity1)](https://github.com/severity1/terraform-cloud-mcp)** | A Model Context Protocol (MCP) server that integrates Claude with the Terraform Cloud API, allowing Claude to manage your Terraform infrastructure through natural conversation. | ⭐ 3 | 2025-03-16T11:35:59Z  
**[Terraform Server (@thrashr888)](https://github.com/thrashr888/terraform-mcp-server)** | Integrates with the Terraform Registry API to enable provider lookup, resource usage examples, module recommendations, and schema details retrieval for infrastructure-as-code development. | ⭐ 17 | 2025-03-17T01:41:22Z  
**[Tesla Mcp (@scald)](https://github.com/scald/tesla-mcp)** | Integrates with the Tesla Fleet API to enable vehicle monitoring and control through OAuth 2.0 authentication, allowing for wake-up commands, information retrieval, and real-time data refreshing of Tesla vehicles. | ⭐ 1 | 2025-03-14T18:09:55Z  
**[Test (@direkt)](https://github.com/direkt/mcp-test)** | Enables querying log data stored in SQLite databases through the Model Context Protocol, allowing natural language interactions with log analysis. | ⭐ 0 | 2025-03-07T23:12:15Z  
**[Test And Typecheck Server (@tonyhschu)](https://github.com/tonyhschu/test-and-typecheck-mcp-server)** | Integrates Vitest and TypeScript for automated test execution and type checking in development workflows. | ⭐ 0 | 2024-12-22T06:42:23Z  
**[Test Repo Mcp (@skudskud)](https://github.com/skudskud/test-repo-mcp)** | A proof-of-concept server implementing the Model Context Protocol that enables LLM applications to interact with Uber Eats functionality. | ⭐ 0 | 2025-03-05T11:16:17Z  
**[Test Runner (@privsim)](https://github.com/privsim/mcp-test-runner)** | Unifies test execution and result processing across multiple frameworks for streamlined cross-language testing and analysis. | ⭐ 5 | 2025-03-03T08:17:16Z  
**[Text Editor (@tumf)](https://github.com/tumf/mcp-text-editor)** | Perform efficient line-oriented operations on text files. | ⭐ 43 | 2025-03-16T10:55:16Z  
**[Textwell Mcp (@worldnine)](https://github.com/worldnine/textwell-mcp)** | Integrates Textwell with the Model Context Protocol for facilitating text operations such as writing and appending text through a GitHub Pages bridge. | ⭐ 0 | 2025-01-17T13:30:15Z  
**[Tfmcp (@nwiizo)](https://github.com/nwiizo/tfmcp)** | Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. | ⭐ 94 | 2025-03-17T12:47:34Z  
**[Tfnsw Realtime Alerts Server (@piddlingtuna)](https://github.com/piddlingtuna/tfnsw-realtime-alerts-mcp-server)** | This server enables large language models to access and interact with real-time transport alerts from Transport for NSW's network, supporting filtering by transport mode and returning formatted alert information about disruptions and planned works. | ⭐ 4 | 2025-03-09T03:03:02Z  
**[Things Fastmcp (@excelsier)](https://github.com/excelsier/things-fastmcp)** | Lets you use Claude Desktop to interact with your task management data in Things app, enabling you to create tasks, analyze projects, manage priorities, and implement productivity workflows through natural language. | ⭐ 1 | 2025-03-11T10:18:16Z  
**[Things Mcp (@hald)](https://github.com/hald/things-mcp)** | Integrates with the Things task management app to enable natural language queries and updates for tasks, projects, and areas. | ⭐ 10 | 2025-03-17T12:53:53Z  
**[Things3 (@drjforrest)](https://github.com/drjforrest/mcp-things3)** | Integrates with Things3 task management app on macOS, enabling creation and management of tasks and projects via AppleScript and x-callback-url, with specialized functionality for Agenda synchronization. | ⭐ 4 | 2025-03-12T01:14:26Z  
**[Thingspanel Mcp (@ThingsPanel)](https://github.com/ThingsPanel/thingspanel-mcp)** | An integration server that connects AI models with ThingsPanel IoT platform, allowing AI assistants to interact with IoT devices through natural language for device control, data retrieval, and management operations. | ⭐ 8 | 2025-03-15T09:55:51Z  
**[Thinking (@mattzcarey)](https://github.com/mattzcarey/mcp-thinking)** | Extracts reasoning chains from Deepseek R1 model, enabling complex problem-solving and explainable AI. | ⭐ 49 | 2025-03-17T05:25:53Z  
**[Thoughtful Claude (@martinbowling)](https://github.com/martinbowling/thoughtful-claude)** | Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, analysis, and decision-making capabilities. | ⭐ 44 | 2025-03-16T06:37:00Z  
**[Ticketmaster (@delorenj)](https://github.com/delorenj/mcp-server-ticketmaster)** | Provides tools for discovering events at Madison Square Garden via the Ticketmaster API, returning structured data with event details like name, date, price, and ticket purchase links. | ⭐ 5 | 2025-03-15T00:00:14Z  
**[Ticktick Mcp (@jacepark12)](https://github.com/jacepark12/ticktick-mcp)** | A MCP server for TickTick that enables interacting with your TickTick task management system directly through Claude and other MCP clients. | ⭐ 4 | 2025-03-17T13:03:52Z  
**[Tidb Ai Mcp (@siddontang)](https://github.com/siddontang/tidb-ai-mcp)** | Integrates with TiDB AI to enable direct querying and response streaming within code editors through a lightweight Go-based bridge. | ⭐ 1 | 2025-03-11T10:51:10Z  
**[Tiktok Mcp (@Seym0n)](https://github.com/Seym0n/tiktok-mcp)** | A MCP Server for TikTok videos that allows you to get video subtitles and post details, such as the number of likes, hashtags, and publishing time. | ⭐ 3 | 2025-03-16T14:20:59Z  
**[Time (@alexandreroman)](https://github.com/alexandreroman/mcp-time)** | Integrates with Spring AI to provide time-related services, enabling precise time management and scheduling functionalities in Java applications. | ⭐ 0 | 2025-02-25T16:57:08Z  
**[Time (@modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/time)** | Time and timezone conversion capabilities | ⭐ 19103 | 2025-03-17T14:17:45Z  
**[Time (@PhialsBasement)](https://github.com/PhialsBasement/mcp-time)** | Utility to retrive current UTC using Node | ⭐ 4 | 2025-03-16T02:21:18Z  
**[Time Local (@ConechoAI)](https://github.com/ConechoAI/time-mcp-local)** | Provides time and timezone conversion capabilities, enabling current time retrieval and timezone conversions using IANA names for accurate and localized time-based functionalities. | ⭐ 0 | 2025-03-05T10:54:09Z  
**[Time Mcp (@cpage-pivotal)](https://github.com/cpage-pivotal/time-mcp)** | Integrates with the World Time API to enable retrieval of current time information for global locations, supporting applications that require accurate clock data. | ⭐ 3 | 2025-03-16T08:10:12Z  
**[Time Server (@clssck)](https://github.com/clssck/mcp-time-server)** | An MCP server providing timezone conversions and time-related operations via RESTful API endpoints, featuring comprehensive error handling and timezone database integration. | ⭐ 0 | 2025-02-17T21:25:34Z  
**[Timeplus (@jovezhong)](https://github.com/jovezhong/mcp-timeplus)** | Integration with Timeplus, a database for streaming data, such as Apache Kafka/Pulsar | ⭐ 4 | 2025-03-17T03:20:11Z  
**[Tinybird (@tinybirdco)](https://github.com/tinybirdco/mcp-tinybird)** | Query and analyze large datasets using Tinybird analytics. | ⭐ 48 | 2025-03-14T21:47:54Z  
**[Titan (@henryhawke)](https://github.com/henryhawke/mcp-titan)** | Integrates neural network-based memory encoding for enhanced long-term information storage and contextually-aware interactions across multiple conversations. | ⭐ 35 | 2025-03-17T08:44:10Z  
**[Titan Cognitive Memory (@synthience)](https://github.com/synthience/mcp-titan-cognitive-memory)** | Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence. | ⭐ 44 | 2025-03-14T10:12:10Z  
**[Tmdb (@Laksh-star)](https://github.com/Laksh-star/mcp-server-tmdb)** | Integrate TMDB movie data for search, trending, and recommendation capabilities for films. | ⭐ 9 | 2025-03-16T03:45:40Z  
**[Tmux Mcp (@jonrad)](https://github.com/jonrad/tmux-mcp)** | Provides control over tmux sessions by leveraging libtmux to execute commands through a simple interface, enabling automated terminal session management and complex workflows. | ⭐ 0 | 2025-02-21T21:59:33Z  
**[Todo (@dennismartis)](https://github.com/dennismartis/mcp-todo)** | An MCP server that provides tools and resources for managing a coding project's todo list, allowing users to view, add, update, and delete todo items with details like priority, status, and tags. | ⭐ 0 | 2025-03-03T21:52:23Z  
**[Todo List Mcp (@RegiByte)](https://github.com/RegiByte/todo-list-mcp)** | A Model Context Protocol (MCP) server that provides tools for managing todo items, including creation, updating, completion, deletion, searching, and summarizing tasks. | ⭐ 3 | 2025-03-13T00:35:56Z  
**[Todo Server (@mutker)](https://github.com/mutker/mcp-todo-server)** | Manages TODO.md and CHANGELOG.md files with precise, line-based editing, multiple character encodings, and atomic operations for structured task and release management. | ⭐ 1 | 2025-03-09T19:44:37Z  
**[Todoist Extended (@Chrusic)](https://github.com/Chrusic/todoist-mcp-server-extended)** | Integrates with Todoist API to enable advanced task and project management capabilities including natural language processing for task creation and updates. | ⭐ 7 | 2025-03-15T19:23:27Z  
**[Todoist Mcp (@miottid)](https://github.com/miottid/todoist-mcp)** | Integrates with Todoist API to enable task creation, project management, and workflow optimization for enhanced productivity | ⭐ 1 | 2025-03-12T16:36:07Z  
**[Todoist Server (@abhiz123)](https://github.com/abhiz123/todoist-mcp-server)** | An MCP server that integrates Claude with Todoist, enabling natural language task management including creating, updating, completing, and deleting tasks. | ⭐ 81 | 2025-03-16T20:38:17Z  
**[Together Ai Image Server (@zym9863)](https://github.com/zym9863/together-ai-image-server)** | A MCP server that enables Claude and other MCP-compatible assistants to generate images from text prompts using Together AI's image generation models. | ⭐ 2 | 2025-03-12T12:07:10Z  
**[Together Server (@manascb1344)](https://github.com/manascb1344/together-mcp-server)** | A Model Context Protocol server that enables high-quality image generation using the Flux.1 Schnell model via Together AI with customizable parameters. | ⭐ 5 | 2025-03-13T18:26:52Z  
**[Togetherai Image Server (@stefanskiasan)](https://github.com/stefanskiasan/togetherai-image-mcp-server)** | Enables the generation of images using Together AI's models through an MCP server, supporting customizable parameters such as model selection, image dimensions, and output directory. | ⭐ 4 | 2025-03-16T04:11:11Z  
**[Tool Builder (@hanweg)](https://github.com/hanweg/mcp-tool-builder)** | An MCP server that enables LLMs to dynamically create new tools for usage through clients like Claude Desktop by describing them in natural language. | ⭐ 13 | 2025-03-16T21:27:17Z  
**[Tool Kit (@getfounded)](https://github.com/getfounded/mcp-tool-kit)** | A modular server implementation for Claude AI assistants with integrated tools, enabling Claude to perform actions and access external resources like file systems, web searches, browser automation, financial data, and document generation. | ⭐ 31 | 2025-03-17T09:28:38Z  
**[Toolbox (@ai-zerolab)](https://github.com/ai-zerolab/mcp-toolbox)** | A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing. | ⭐ 3 | 2025-03-17T11:22:27Z  
**[Toolhouse (@toolhouse-community)](https://github.com/toolhouse-community/mcp-server-toolhouse)** | Allows you to connect MCP clients with Toolhouse.ai's tools | ⭐ 8 | 2025-03-10T16:19:00Z  
**[Toolkit Server (@cyanheads)](https://github.com/cyanheads/toolkit-mcp-server)** | A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation. | ⭐ 4 | 2025-03-16T04:56:46Z  
**[Tools (@algonacci)](https://github.com/algonacci/mcp-tools)** | Integrates the Tavily search API to provide customizable web searches with options for depth, result count, time range, and AI-generated answers, enabling up-to-date information retrieval for research, content creation, and data aggregation tasks. | ⭐ 0 | 2025-03-12T12:01:57Z  
**[Tox Testing (@that1guy15)](https://github.com/that1guy15/tox-testing)** | An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories. | ⭐ 3 | 2025-03-01T10:46:18Z  
**[Toy Mcp (@dannylee1020)](https://github.com/dannylee1020/toy-mcp)** | Integrates with the HackerNews API to fetch top stories, user information, and story details for content analysis and trend identification | ⭐ 0 | 2025-02-11T23:17:37Z  
**[Tpapi Server (@habuma)](https://github.com/habuma/tpapi-mcp-server)** | Exposes data from the ThemeParks.wiki API as tools. | ⭐ 2 | 2025-02-15T22:29:46Z  
**[Trader (@wshobson)](https://github.com/wshobson/mcp-trader)** | Integrates with Tiingo API to perform technical analysis on stocks, providing key indicators for trading decisions. | ⭐ 17 | 2025-03-17T04:26:51Z  
**[Transcriptiontools Mcp (@MushroomFleet)](https://github.com/MushroomFleet/TranscriptionTools-MCP)** | Provides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs. | ⭐ 5 | 2025-03-16T06:23:37Z  
**[Transistor Mcp (@gxjansen)](https://github.com/gxjansen/Transistor-MCP)** | Integrates with Transistor.fm's API to manage podcasts, episodes, analytics, and subscribers for automating podcast workflows. | ⭐ 1 | 2025-01-27T23:39:14Z  
**[Travel Planner Mcp Server (@GongRzhe)](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server)** | Enables LLMs to perform travel-related tasks by interacting with Google Maps and travel planning services including location search, place details, and travel time calculations. | ⭐ 9 | 2025-03-17T08:56:03Z  
**[Travelagency (@josetesan)](https://github.com/josetesan/mcp-travelagency)** | Integrates with Spring Boot and PostgreSQL to provide a travel agency application with AI-assisted interactions for trip planning, recommendations, and automated customer service. | ⭐ 0 | 2025-03-11T16:30:15Z  
**[Tree Sitter (@wrale)](https://github.com/wrale/mcp-server-tree-sitter)** | A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management. | ⭐ 1 | 2025-03-17T11:45:47Z  
**[Trello (@delorenj)](https://github.com/delorenj/mcp-server-trello)** | Enables Trello board interactions for task and project management using the Trello REST API. | ⭐ 7 | 2025-03-13T15:15:35Z  
**[Trello Server (@yairhaimo)](https://github.com/yairhaimo/trello-mcp-server)** | Integrates with Trello's API to enable AI-powered project management tasks like automated workflow optimization and task creation. | ⭐ 0 | 2025-02-22T19:06:44Z  
**[Trinity Mcp (@kklab-com)](https://github.com/kklab-com/trinity-mcp)** | Bridges AI systems with Trinity's formula-based tools through a Go-based server that enables access to Trinity API capabilities via JSON-RPC interface | ⭐ 0 | 2025-03-11T03:17:13Z  
**[Trino (@Dataring-engineering)](https://github.com/Dataring-engineering/mcp-server-trino)** | An MCP server that enables listing and querying Trino tables using Python, providing access to data resources through the Model-Control-Protocol. | ⭐ 6 | 2025-03-17T08:58:30Z  
**[Trino mcp (@stinkgen)](https://github.com/stinkgen/trino_mcp)** | Provides AI models with structured access to Trino's distributed SQL query engine, enabling LLMs to directly query and analyze data stored in Trino databases. | ⭐ 1 | 2025-03-02T05:19:29Z  
**[Tripadvisor Server (@hhw67865)](https://github.com/hhw67865/tripadvisor-mcp-server)** | This MCP server provides access to TripAdvisor data for planning vacations, enabling users to search for and get details about locations, attractions, restaurants, and hotels through an interactive planning experience. | ⭐ 1 | 2025-03-16T22:50:53Z  
**[Triplewhale (@Triple-Whale)](https://github.com/Triple-Whale/mcp-server-triplewhale)** | An implementation of Model Context Protocol (MCP) that allows users to interact with TripleWhale's e-commerce analytics platform using natural language queries through Claude Desktop. | ⭐ 0 | 2025-03-05T11:47:11Z  
**[Truerag (@Ad-Veritas)](https://github.com/Ad-Veritas/mcp-server-trueRAG)** | Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance. | ⭐ 2 | 2024-12-27T11:02:59Z  
**[Ts Trello (@andypost)](https://github.com/andypost/mcp-server-ts-trello)** | Integrates with Trello API to enable natural language interactions for managing boards, lists, and cards for project tracking and workflow optimization. | ⭐ 0 | 2025-01-27T03:50:54Z  
**[Tts Say (@hirokidaichi)](https://github.com/hirokidaichi/mcp-tts-say)** | Integrates with OpenAI's API and local sound playback to convert text into audible speech, enabling voice output for various applications. | ⭐ 1 | 2025-03-15T18:20:46Z  
**[Tung Shing (@baranwang)](https://github.com/baranwang/mcp-tung-shing)** | A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calculations | ⭐ 5 | 2025-03-17T08:44:58Z  
**[Tuyactl (@cabra-lat)](https://github.com/cabra-lat/tuyactl)** | Provides a note storage system with a custom URI scheme and includes tools for adding notes and generating summaries for Tuya devices. | ⭐ 1 | 2025-02-11T07:36:18Z  
**[Twikit (@adhikasp)](https://github.com/adhikasp/mcp-twikit)** | Interact with Twitter search and timeline | ⭐ 39 | 2025-03-17T09:20:49Z  
**[Twitch Mcp (@TomCools)](https://github.com/TomCools/twitch-mcp)** | Integrates with Twitch chat using Apache Camel and Quarkus to enable real-time interaction, moderation, and analysis of live stream conversations. | ⭐ 0 | 2025-01-20T20:16:33Z  
**[Twitch Server (@mtane0412)](https://github.com/mtane0412/twitch-mcp-server)** | Enables interaction with the Twitch API, allowing users to retrieve comprehensive information about channels, streams, games, and more, with additional support for searching and accessing chat elements like emotes and badges. | ⭐ 1 | 2025-02-07T12:58:31Z  
**[Twitter Mcp (@EnesCinr)](https://github.com/EnesCinr/twitter-mcp)** | Interact with X (Twitter) by posting tweets and searching for tweets through the X API. | ⭐ 123 | 2025-03-17T02:18:51Z  
**[Twitter Scraper Mcp (@takiAA)](https://github.com/takiAA/twitter-scraper-mcp)** | Provides tools for interacting with Twitter to retrieve tweets by ID and post new tweets using the agent-twitter-client library. | ⭐ 0 | 2025-03-06T15:30:13Z  
**[Twitter Server (@crazyrabbitLTC)](https://github.com/crazyrabbitLTC/mcp-twitter-server)** | Integrates with the X API v2 to enable post, search, and reply to tweets. | ⭐ 6 | 2025-03-11T09:39:14Z  
**[Twitter Server (@TaazKareem)](https://github.com/TaazKareem/twitter-mcp-server)** | Provides AI agents with comprehensive Twitter functionality through the Model Context Protocol standard, enabling reading tweets, posting content, managing interactions, and accessing timeline data with robust error handling. | ⭐ 1 | 2025-03-01T15:00:37Z  
**[Txtai Assistant Mcp (@rmtech1)](https://github.com/rmtech1/txtai-assistant-mcp)** | Configurable server environment for efficient memory-based operations with customizable settings and flexible limits for scalable applications. | ⭐ 4 | 2025-03-14T16:46:13Z  
**[Typed Prompts (@wanderingnature)](https://github.com/wanderingnature/mcp-typed-prompts)** | FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions. | ⭐ 2 | 2025-01-31T02:21:34Z  
**[Typesense Server (@suhail-ak-s)](https://github.com/suhail-ak-s/mcp-typesense-server)** | An MCP server implementation that enables AI models to discover, search, and analyze data stored in Typesense collections through tools for querying documents, retrieving specific items, and accessing collection statistics. | ⭐ 2 | 2025-03-17T09:31:02Z  
**[Uber Eats Server (@ericzakariasson)](https://github.com/ericzakariasson/uber-eats-mcp-server)** | A proof-of-concept Model Context Protocol server that enables LLM applications to interact with Uber Eats, allowing AI agents to browse and order food through natural language. | ⭐ 139 | 2025-03-17T10:51:17Z  
**[Uiflowchartcreator (@umshere)](https://github.com/umshere/uiflowchartcreator)** | Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems. | ⭐ 5 | 2025-03-15T04:57:36Z  
**[Umami mcp server (@jakeyShakey)](https://github.com/jakeyShakey/umami_mcp_server)** | Enhances Claude's capabilities by providing access to website analytics data from Umami, enabling analysis of user behavior, website performance tracking, and data-driven insights generation. | ⭐ 0 | 2025-03-06T11:37:20Z  
**[Uml Server (@Swayingleaves)](https://github.com/Swayingleaves/uml-mcp-server)** | Integrates with UML diagramming tools to generate visual representations of system architecture, class relationships, and process flows directly from code or text descriptions within conversational interfaces. | ⭐ 0 | 2025-03-16T10:31:21Z  
**[Unconventional Thinking (@stagsz)](https://github.com/stagsz/Unconventional-thinking)** | Integrates unconventional ideation techniques to facilitate structured brainstorming and creative problem-solving sessions. | ⭐ 8 | 2025-03-07T00:32:49Z  
**[Unichat Server (@amidabuddha)](https://github.com/amidabuddha/unichat-mcp-server)** | Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required | ⭐ 27 | 2025-03-16T14:43:46Z  
**[Unichat Ts Server (@amidabuddha)](https://github.com/amidabuddha/unichat-ts-mcp-server)** | Integrates multiple language models via the unified Unichat tool, enabling seamless interaction across OpenAI, MistralAI, Anthropic, xAI, and Google AI platforms. | ⭐ 8 | 2025-03-03T02:03:48Z  
**[Unifai Server (@unifai-network)](https://github.com/unifai-network/unifai-mcp-server)** | Dynamically search and call tools using [UnifAI Network](https://unifai.network) | ⭐ 1 | 2025-03-11T15:03:06Z  
**[Unipile (@baryhuang)](https://github.com/baryhuang/mcp-unipile)** | Enables AI models to interact with messages from various messaging platforms (Mobile, Mail, WhatsApp, LinkedIn, Slack, Twitter, Telegram, Instagram, Messenger) through a standardized interface. | ⭐ 2 | 2025-03-14T16:44:10Z  
**[Uniprot Server (@TakumiY235)](https://github.com/TakumiY235/uniprot-mcp-server)** | Integrates with UniProt API to provide cached protein information for bioinformatics applications and protein research. | ⭐ 0 | 2025-03-11T11:20:17Z  
**[Unitycatalog (@ognis1205)](https://github.com/ognis1205/mcp-server-unitycatalog)** | An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools. | ⭐ 4 | 2025-03-17T11:50:55Z  
**[Unitymcp (@Arodoid)](https://github.com/Arodoid/UnityMCP)** | Enables real-time interaction with Unity projects for tasks like automated level design, asset management, and debugging assistance through C# command execution and editor state retrieval. | ⭐ 219 | 2025-03-17T14:15:23Z  
**[Unix Manual (@tizee)](https://github.com/tizee/mcp-unix-manual)** | Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface. | ⭐ 0 | 2025-03-04T17:40:50Z  
**[Unlock Pdf (@algonacci)](https://github.com/algonacci/mcp-unlock-pdf)** | Provides functionality to read and extract content from protected and unprotected PDF files, enabling document analysis, content indexing, and data extraction workflows. | ⭐ 0 | 2025-03-06T07:50:14Z  
**[Unreal Analyzer Mcp (@ayeletstudioindia)](https://github.com/ayeletstudioindia/unreal-analyzer-mcp)** | Provides deep source code analysis for Unreal Engine codebases, allowing AI assistants to understand C++ class structures, search code, and analyze subsystems. | ⭐ 30 | 2025-03-17T03:56:51Z  
**[Uns Mcp (@Unstructured-IO)](https://github.com/Unstructured-IO/UNS-MCP)** | An MCP server implementation that enables interaction with the Unstructured API, providing tools to list, create, update, and manage sources, destinations, and workflows. | ⭐ 3 | 2025-03-17T03:23:11Z  
**[Unstructured Mcp (@MKhalusova)](https://github.com/MKhalusova/unstructured-mcp)** | A Model Context Protocol server that enables LLMs to extract and use content from unstructured documents across a wide variety of file formats. | ⭐ 2 | 2025-03-12T04:31:13Z  
**[Untappd Server (@jtucker)](https://github.com/jtucker/mcp-untappd-server)** | Integrates with the Untappd API to enable beer search, detailed information retrieval, and user check-in access for beer-related data analysis and retrieval. | ⭐ 0 | 2025-02-28T01:19:19Z  
**[Upi Deeplinks (@SetuHQ)](https://github.com/SetuHQ/setu-mcps/tree/HEAD/upi-deeplinks)** | Integrates Setu's UPI payment infrastructure to enable seamless generation and management of payment links for applications. | ⭐ 1 | 2025-02-08T13:23:12Z  
**[Upload File (@sujianqingfeng)](https://github.com/sujianqingfeng/mcp-upload-file)** | Provides a bridge for efficient file uploads within AI-assisted workflows, enabling seamless integration of file handling capabilities into existing systems. | ⭐ 0 | 2025-03-12T10:27:12Z  
**[Userful Mcps (@daltonnyx)](https://github.com/daltonnyx/userful-mcps)** | Provides specialized document processing and YouTube content extraction tools for template-based document generation and video content analysis without manual intervention. | ⭐ 0 | 2025-03-15T04:18:45Z  
**[Usescraper Server (@tanevanwifferen)](https://github.com/tanevanwifferen/usescraper-mcp-server)** | Integrates with UseScraper API to extract web content in various formats with advanced proxy options and custom data extraction capabilities. | ⭐ 1 | 2025-02-25T09:36:35Z  
**[Usgs Quakes Mcp (@blake365)](https://github.com/blake365/usgs-quakes-mcp)** | Provides access to the USGS Quakes API within Claude Desktop, enabling users to retrieve earthquake data and details through natural language queries. | ⭐ 0 | 2025-01-28T22:01:23Z  
**[Uuid Gen (@tokikokoko)](https://github.com/tokikokoko/mcp-server-uuid-gen)** | Generates unique UUIDs through a lightweight Deno-based tool interface with comprehensive logging and error handling capabilities | ⭐ 0 | 2025-03-08T14:13:36Z  
**[Valyu Js (@valyu-network)](https://github.com/valyu-network/valyu-mcp-js)** | A Model Context Protocol server that provides LLMs with access to Valyu's knowledge retrieval and feedback APIs for searching proprietary/web sources and submitting transaction feedback. | ⭐ 0 | 2025-03-05T01:01:57Z  
**[Variance Log (@truaxki)](https://github.com/truaxki/mcp-variance-log)** | Analyzes statistical variations in conversation structures and logs unusual events to a SQLite database for monitoring AI behavior and detecting anomalies. | ⭐ 3 | 2025-03-17T05:01:28Z  
**[Vcd (@SeanMcLoughlin)](https://github.com/SeanMcLoughlin/mcp-vcd)** | Enables querying and analysis of digital signal data from Value Change Dump (VCD) waveforms for applications in digital design, hardware verification, and signal analysis. | ⭐ 2 | 2025-01-13T00:51:16Z  
**[Vectorize Server (@vectorize-io)](https://github.com/vectorize-io/vectorize-mcp-server)** | Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. | ⭐ 5 | 2025-03-17T07:31:58Z  
**[Vegalite Server (@isaacwasserman)](https://github.com/isaacwasserman/mcp-vegalite-server)** | A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax. | ⭐ 31 | 2025-03-16T13:08:51Z  
**[Vegalite Troubleshooting (@OneofGods)](https://github.com/OneofGods/vegalite-mcp-troubleshooting)** | Provides troubleshooting and startup guidance for integrating Vega-Lite visualization capabilities with Claude, including documentation on common errors and configuration details. | ⭐ 0 | 2025-02-24T23:29:48Z  
**[Vercel (@nganiet)](https://github.com/nganiet/mcp-vercel)** | Integrates with Vercel's serverless infrastructure to provide a lightweight endpoint for AI model interactions and tasks like chatbots, content generation, and data analysis. | ⭐ 14 | 2025-03-16T05:02:23Z  
**[Vercel Ai (@itsDarianNgo)](https://github.com/itsDarianNgo/mcp-vercel-ai)** | Integrates OpenAI and Mistral models for versatile language tasks via the Vercel AI SDK. | ⭐ 4 | 2025-03-04T14:25:46Z  
**[Vercel Api Mcp (@zueai)](https://github.com/zueai/vercel-api-mcp)** | An MCP server that provides tools for interacting with Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language. | ⭐ 3 | 2025-03-15T09:39:19Z  
**[Vercel mcp complete (@fer1994ly)](https://github.com/fer1994ly/Vercel_MCP_Complete)** | Integrates with Vercel's platform to enable management of Vercel projects. | ⭐ 0 | 2025-02-15T19:58:49Z  
**[Verge News Mcp (@manimohans)](https://github.com/manimohans/verge-news-mcp)** | Integrates with The Verge's RSS feed to provide up-to-date technology news, offering tools for fetching daily and weekly updates and searching specific topics within customizable time ranges. | ⭐ 1 | 2025-03-11T17:48:32Z  
**[Veri5ight (@5ajaki)](https://github.com/5ajaki/veri5ight)** | Enables Claude to interact with Ethereum nodes, allowing users to check ENS token balances, view smart contract code, and decode transactions through natural language. | ⭐ 1 | 2025-02-28T04:41:36Z  
**[Verodat Server (@Verodat)](https://github.com/Verodat/verodat-mcp-server)** | An MCP server that integrates Verodat's data management capabilities with AI systems like Claude Desktop, enabling users to manage accounts, workspaces, and datasets, as well as perform AI-powered queries on their data. | ⭐ 1 | 2025-02-26T13:43:09Z  
**[Vertexai Search (@ubie-oss)](https://github.com/ubie-oss/mcp-vertexai-search)** | A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore. | ⭐ 1 | 2025-03-12T16:35:32Z  
**[Veyrax Mcp (@VeyraX)](https://github.com/VeyraX/veyrax-mcp)** | Integrates with Veyrax's API to enable access to specialized AI capabilities and data services, utilizing TypeScript and Node.js for seamless interaction with Veyrax's platform. | ⭐ 6 | 2025-03-16T21:11:06Z  
**[Vibe Worldbuilding Mcp (@jasnonaz)](https://github.com/jasnonaz/vibe-worldbuilding-mcp)** | Guides users through systematic worldbuilding with structured prompts and Google Imagen integration for generating visual representations of fictional universe elements | ⭐ 2 | 2025-03-10T21:54:38Z  
**[Video Editing Mcp (@burningion)](https://github.com/burningion/video-editing-mcp)** | Upload, edit, and generate videos from everyone's favorite LLM and Video Jungle. | ⭐ 41 | 2025-03-17T12:24:36Z  
**[Video editor mcp (@Kush36Agrawal)](https://github.com/Kush36Agrawal/Video_Editor_MCP)** | Enables video editing using natural language commands powered by FFmpeg, supporting operations like trimming, merging, format conversion, and more with real-time progress tracking and error handling. | ⭐ 11 | 2025-03-13T12:42:49Z  
**[Vikingdb Server (@KashiwaByte)](https://github.com/KashiwaByte/vikingdb-mcp-server)** | An mcp server for vikingdb store and search. | ⭐ 2 | 2025-02-03T09:39:23Z  
**[Vikunja (@lowlyocean)](https://github.com/lowlyocean/mcp-vikunja)** | Integrates with Vikunja's API to enable task creation, retrieval, and management for automated to-do list operations and workflow integration. | ⭐ 0 | 2025-02-25T03:26:21Z  
**[Vilnius Transport Server (@sarunasdaujotis)](https://github.com/sarunasdaujotis/vilnius-transport-mcp-server)** | Enables Large Language Models to access real-time data on Vilnius public transport stops and routes through the Model Context Protocol. | ⭐ 1 | 2025-01-23T15:18:07Z  
**[Virustotal (@BurtTheCoder)](https://github.com/BurtTheCoder/mcp-virustotal)** | This VirusTotal MCP server enables AI assistants to programmatically access VirusTotal's threat intelligence for security analysis and threat detection. | ⭐ 10 | 2025-03-16T17:36:36Z  
**[Vite Plugin Vue Mcp (@webfansplz)](https://github.com/webfansplz/vite-plugin-vue-mcp)** | Provides application insights for Vue apps by exposing component trees, state, routes, and Pinia data through a Model Context Protocol server. | ⭐ 108 | 2025-03-17T14:05:51Z  
**[Voyp Mcp (@paulotaylor)](https://github.com/paulotaylor/voyp-mcp)** | The Voyp MCP Server enables AI systems to integrate with VOYP's calling capabilities, allowing for secure telephony actions such as making calls, scheduling appointments, and tracking call statuses through the Model Context Protocol. | ⭐ 4 | 2025-03-01T00:37:40Z  
**[Vrchat Mcp (@sawa-zen)](https://github.com/sawa-zen/vrchat-mcp)** | A Model Context Protocol server that allows AI assistants to interact with the VRChat API, enabling retrieval of user information, friends lists, and other VRChat data through a standardized interface. | ⭐ 6 | 2025-03-17T03:50:32Z  
**[Vscode (@microsoft)](https://github.com/microsoft/semanticworkbench/tree/HEAD/mcp-servers/mcp-server-vscode)** | VSCode tools and resources as a Model Context Protocol (MCP) server in a VSCode extension | ⭐ 165 | 2025-03-17T00:36:37Z  
**[Waldur Server (@waldur)](https://github.com/waldur/waldur-mcp-server)** | The Waldur MCP Server facilitates interaction with Waldur instances via MCP, allowing seamless integration and management of services through customized API access. | ⭐ 0 | 2025-03-11T19:45:18Z  
**[Wallpaper Mcp (@shahanneda)](https://github.com/shahanneda/wallpaper-mcp)** | Provides random number generation capabilities for generating integers and floats within specified ranges, suitable for simulations, games, or statistical sampling. | ⭐ 2 | 2025-03-05T18:19:05Z  
**[Wanaku (@wanaku-ai)](https://github.com/wanaku-ai/wanaku)** | The Wanaku MCP Router stands between autonomous AI agents and your enterprise systems. Wanaku leverages proven integration technology, like Apache Camel, to set up and manage hundreds or thousands of integrations. | ⭐ 43 | 2025-03-17T12:28:09Z  
**[Warpcast Server (@zhangzhongnan928)](https://github.com/zhangzhongnan928/mcp-warpcast-server)** | A Model Context Protocol server that allows Claude to interact with Warpcast accounts, enabling actions like posting casts, reading content, searching by keywords, and managing channel interactions through natural language. | ⭐ 1 | 2025-03-05T20:37:57Z  
**[Wazuh Mcp Server (@unmuktoai)](https://github.com/unmuktoai/Wazuh-MCP-Server)** | Integrates with Wazuh security platform to provide real-time security alerts and event data from Elasticsearch indices for security operations and threat analysis workflows. | ⭐ 2 | 2025-03-17T11:58:17Z  
**[Wcgw (@rusiaaman)](https://github.com/rusiaaman/wcgw)** | Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python | ⭐ 290 | 2025-03-17T12:45:52Z  
**[Weather (@GreatAuk)](https://github.com/GreatAuk/mcp-weather)** | A TypeScript-based template for building Model Context Protocol servers, featuring fast testing, automated version management, and a clean structure for MCP tool implementations. | ⭐ 2 | 2025-02-25T07:55:58Z  
**[Weather (@kevinlin)](https://github.com/kevinlin/mcp-server-weather)** | Integrates with OpenWeather to retrieve and provide weather data. | ⭐ 0 | 2025-01-12T07:57:15Z  
**[Weather Mcp (@dennj)](https://github.com/dennj/weather-mcp)** | Integrates with the Open-Meteo API to provide real-time weather data for specified cities, including temperature, wind speed, and conditions, using asynchronous HTTP requests and Docker containerization for easy deployment. | ⭐ 0 | 2025-02-26T17:14:28Z  
**[Weather Mcp Claudedesktop (@SaintDoresh)](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop)** | Integrates with OpenWeatherMap API to provide real-time weather conditions, forecasts, air quality information, historical data, location search, and weather alerts for seamless access to accurate weather information during conversations. | ⭐ 0 | 2025-03-16T01:29:00Z  
**[Weather Server (@EZ-Walk)](https://github.com/EZ-Walk/weather-mcp-server)** | Integrates with National Weather Service APIs to provide current weather alerts by state code and detailed forecasts by location coordinates for planning activities and monitoring severe weather conditions. | ⭐ 0 | 2025-03-15T01:00:56Z  
**[Weather Server (@khandelwaltushar)](https://github.com/khandelwaltushar/weather-mcp-server)** | Integrates with the National Weather Service API to provide current weather data and alerts for US locations without requiring authentication. | ⭐ 0 | 2025-03-09T06:41:54Z  
**[Weather Service Server (@Sunwood-ai-labs)](https://github.com/Sunwood-ai-labs/mcp-weather-service-server)** | A simple note-taking MCP server that allows storing and summarizing notes with custom URI schemes and provides functionality to add notes and generate summaries with different detail levels. | ⭐ 4 | 2025-01-12T18:33:15Z  
**[Weaviate (@weaviate)](https://github.com/weaviate/mcp-server-weaviate)** | The MCP Server for Weaviate facilitates integration with Weaviate using a customizable Python-based server, enabling interaction with Weaviate databases and OpenAI APIs via configurable URL and API keys. | ⭐ 25 | 2025-03-17T13:29:58Z  
**[Web Browser (@random-robbie)](https://github.com/random-robbie/mcp-web-browser)** | Integrates with Playwright to enable cross-browser web automation for tasks like scraping, testing, and content extraction. | ⭐ 8 | 2025-03-10T13:34:30Z  
**[Web Browser Server (@blazickjp)](https://github.com/blazickjp/web-browser-mcp-server)** | Enables web browsing capabilities using BeautifulSoup4 | ⭐ 14 | 2025-03-05T19:38:05Z  
**[Web Search (@Claw256)](https://github.com/Claw256/mcp-web-search)** | Integrates Google Search capabilities with web content extraction and screenshot functionality, enabling robust search, filtering, and data collection while avoiding bot detection. | ⭐ 3 | 2025-02-05T05:53:59Z  
**[Web Search Mcp (@muka)](https://github.com/muka/web-search-mcp)** | Integrates with the Serper API to perform web searches, enabling efficient retrieval and processing of up-to-date web content for applications. | ⭐ 0 | 2024-12-29T16:05:27Z  
**[Web3 Mcp (@strangelove-ventures)](https://github.com/strangelove-ventures/web3-mcp)** | Unifies interactions with multiple blockchains like Solana and Ethereum, enabling cross-chain operations such as balance checks and token transfers. | ⭐ 44 | 2025-03-16T02:51:32Z  
**[Webcam (@evalstate)](https://github.com/evalstate/mcp-webcam)** | Enables capturing and analyzing live webcam images and screenshots for real-time visual context in AI applications. | ⭐ 14 | 2025-03-16T09:50:11Z  
**[Webflow Server (@kapilduraphe)](https://github.com/kapilduraphe/webflow-mcp-server)** | Enables Claude to interact with Webflow's APIs for managing sites, retrieving information, and executing tasks using natural language. | ⭐ 3 | 2025-03-17T07:59:38Z  
**[Webgl Mcp (@grokadegames)](https://github.com/grokadegames/webgl-mcp)** | A Model Context Protocol server that provides tools to analyze and optimize WebGL games, offering performance insights, memory usage analysis, and template-specific optimization suggestions. | ⭐ 1 | 2025-03-14T12:14:21Z  
**[Webhook (@kevinwatt)](https://github.com/kevinwatt/mcp-webhook)** | Enables sending customizable messages to external webhook endpoints, facilitating automated notifications and workflow integrations. | ⭐ 4 | 2025-03-01T10:09:16Z  
**[Webmcp (@jasonjmcghee)](https://github.com/jasonjmcghee/WebMCP)** | Turn any website into an MCP server with customizable tools. | ⭐ 31 | 2025-03-15T07:54:13Z  
**[Webperfect Server (@splendasucks)](https://github.com/splendasucks/webperfect-mcp-server)** | Optimizes web images through advanced processing techniques to reduce file sizes while maintaining quality for improved website performance. | ⭐ 4 | 2025-03-16T06:27:21Z  
**[Webresearch (@mzxrai)](https://github.com/mzxrai/mcp-webresearch)** | A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic. | ⭐ 181 | 2025-03-17T08:38:27Z  
**[Webscan (@bsmi021)](https://github.com/bsmi021/mcp-server-webscan)** | Extracts and processes web content using TypeScript, Cheerio, and Turndown for tasks like scraping, summarization, and data transformation. | ⭐ 2 | 2025-03-13T15:40:35Z  
**[Webscrapemcpserver (@jitsmaster)](https://github.com/jitsmaster/WebScrapeMCPServer)** | Configurable web crawler that extracts structured content from websites while respecting robots.txt rules and offering customizable settings for depth, delay, and concurrency. | ⭐ 0 | 2025-01-10T00:44:54Z  
**[Websearch Tools (@m4s1t4)](https://github.com/m4s1t4/webSearch-Tools)** | Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API. | ⭐ 0 | 2025-03-05T00:24:51Z  
**[Website Downloader (@pskill9)](https://github.com/pskill9/website-downloader)** | Provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. | ⭐ 36 | 2025-03-17T07:12:52Z  
**[Websocket (@virajsharma2000)](https://github.com/virajsharma2000/mcp-websocket)** | Combines a standard server with WebSocket functionality to enable real-time data updates and efficient asynchronous operations for applications requiring both traditional interactions and data streaming capabilities. | ⭐ 0 | 2025-02-25T13:35:50Z  
**[Wecom Bot Server (@loonghao)](https://github.com/loonghao/wecom-bot-mcp-server)** | A server for sending messages via WeCom bots using FastMCP, supporting asynchronous communication and message tracking through webhooks. | ⭐ 12 | 2025-03-17T14:01:02Z  
**[Wecombot Server (@gotoolkits)](https://github.com/gotoolkits/mcp-wecombot-server)** | Integrates WeCom group messaging, enabling automated sending of diverse message types and file uploads for streamlined team communication and notifications. | ⭐ 7 | 2025-03-16T07:08:54Z  
**[Wegene Assistant (@xraywu)](https://github.com/xraywu/mcp-wegene-assistant)** | Leverages large language models to analyze users' WeGene genetic testing reports, providing access to report data via custom URI schemes and enabling profile and report management through OAuth authentication and API utilization. | ⭐ 2 | 2025-03-14T11:13:42Z  
**[Whale Tracker Mcp (@kukapay)](https://github.com/kukapay/whale-tracker-mcp)** | A mcp server for tracking cryptocurrency whale transactions. | ⭐ 2 | 2025-03-16T11:29:49Z  
**[Whattimeisit Mcp (@kukapay)](https://github.com/kukapay/whattimeisit-mcp)** | A lightweight mcp server that tells you exactly what time is it based on your IP. | ⭐ 0 | 2025-03-16T16:45:52Z  
**[Whereami Mcp (@kukapay)](https://github.com/kukapay/whereami-mcp)** | A lightweight mcp server that tells you exactly where you are. | ⭐ 0 | 2025-03-16T15:47:55Z  
**[Whimsical Server (@BrockReece)](https://github.com/BrockReece/whimsical-mcp-server)** | Enables programmatic creation of Whimsical diagrams from Mermaid markup generated by AI models like Claude through the Model Context Protocol. | ⭐ 4 | 2025-03-17T09:41:44Z  
**[Whoami Mcp (@kukapay)](https://github.com/kukapay/whoami-mcp)** | A lightweight MCP server that tells you exactly who you are. | ⭐ 0 | 2025-03-16T17:33:58Z  
**[Whois Mcp (@bharathvaj-ganesan)](https://github.com/bharathvaj-ganesan/whois-mcp)** | A Model Context Protocol server that allows AI agents to perform WHOIS lookups, enabling users to directly ask the AI about domain availability, ownership, registration details, and other domain information. | ⭐ 1 | 2025-03-15T10:21:56Z  
**[Whoop Server (@ctvidic)](https://github.com/ctvidic/whoop-mcp-server)** | Integrates with the Whoop API to retrieve and process fitness data, enabling applications to incorporate health metrics and performance analysis. | ⭐ 2 | 2025-03-15T16:53:41Z  
**[Wildfly Mcp (@wildfly-extras)](https://github.com/wildfly-extras/wildfly-mcp)** | Integrates with WildFly application servers to enable monitoring, configuration, and management of server resources and performance. | ⭐ 2 | 2025-03-14T14:11:37Z  
**[Win Cli Server (@SimonB97)](https://github.com/SimonB97/win-cli-mcp-server)** | A Model Context Protocol server that provides secure command-line access to Windows systems, allowing MCP clients like Claude Desktop to safely execute commands in PowerShell, CMD, and Git Bash shells with configurable security controls. | ⭐ 69 | 2025-03-16T18:01:55Z  
**[Windows Website Downloader (@angrysky56)](https://github.com/angrysky56/mcp-windows-website-downloader)** | Windows-compatible website downloader for efficient web content retrieval and storage, leveraging asynchronous processing and concurrent downloads for tasks like web scraping and content archiving. | ⭐ 3 | 2025-01-29T07:16:00Z  
**[Windsurf Supabase Mcp (@hertzfelt)](https://github.com/hertzfelt/windsurf-supabase-mcp)** | Enhances Supabase integration with improved error handling, SQL processing, and response formatting for natural language database interactions and real-time query validation in the Windsurf ecosystem. | ⭐ 2 | 2025-03-05T04:13:17Z  
**[Winterm Mcp (@capecoma)](https://github.com/capecoma/winterm-mcp)** | A Model Context Protocol server that provides programmatic access to the Windows terminal, enabling AI models to interact with the Windows command line through standardized tools for writing commands, reading output, and sending control signals. | ⭐ 0 | 2025-02-24T19:06:06Z  
**[Wolframalpha Llm Mcp (@Garoth)](https://github.com/Garoth/wolframalpha-llm-mcp)** | Enables querying WolframAlpha's LLM API for natural language questions, providing structured and simplified answers optimized for LLM consumption. | ⭐ 21 | 2025-03-16T23:26:51Z  
**[Word (@microsoft)](https://github.com/microsoft/semanticworkbench/tree/HEAD/mcp-servers/mcp-server-word)** | Interact with Microsoft Word. | ⭐ 165 | 2025-03-17T00:36:37Z  
**[Wordcounter (@qpd-v)](https://github.com/qpd-v/mcp-wordcounter)** | A Model Context Protocol server that provides tools for analyzing text documents, including counting words and characters. This server helps LLMs perform text analysis tasks by exposing simple document statistics functionality. | ⭐ 7 | 2025-02-10T20:41:56Z  
**[Wordpress Server (@stefans71)](https://github.com/stefans71/wordpress-mcp-server)** | Integrates WordPress with AI systems to enable automated content creation, site management, and data analysis for WordPress-based websites. | ⭐ 13 | 2025-03-15T05:05:56Z  
**[Wordware Mcp (@hugobiais)](https://github.com/hugobiais/wordware-mcp)** | A Model Context Protocol server implementation that integrates Wordware flows as tools directly within Claude conversations, supporting features like founder research, lead enrichment, Notion integration, and task solving with Google search. | ⭐ 1 | 2025-03-09T11:52:37Z  
**[Workers Clerk (@SokratisVidros)](https://github.com/SokratisVidros/workers-mcp-clerk)** | Integrates with Clerk authentication to enable secure interactions with protected API routes and server actions for AI-driven operations. | ⭐ 6 | 2025-03-12T12:32:16Z  
**[Workers Demo (@akazwz)](https://github.com/akazwz/workers-mcp-demo)** | A demonstration project that uses Cloudflare Workers MCP to create custom AI tools that can be integrated with Claude, Cursor, and other AI assistants supporting the Model Context Protocol. | ⭐ 25 | 2025-03-09T13:38:34Z  
**[Workers Mcp (@cloudflare)](https://github.com/cloudflare/workers-mcp)** | Enables MCP capabilities in Cloudflare Workers for deploying low-latency, scalable AI services at the network edge. | ⭐ 351 | 2025-03-17T14:11:22Z  
**[Workers Mcp (@geelen)](https://github.com/geelen/workers-mcp)** | Cloudflare Workers-based MCP implementation enables AI assistants to execute custom serverless logic at the edge. | ⭐ 20 | 2025-01-01T21:30:52Z  
**[Workos Mcp (@zueai)](https://github.com/zueai/workos-mcp)** | A lightweight MCP server allowing agents to interact with the WorkOS API for streamlined WorkOS operations through natural language commands. | ⭐ 3 | 2025-03-04T16:35:22Z  
**[World bank mcp server (@anshumax)](https://github.com/anshumax/world_bank_mcp_server)** | Enables AI assistants to interact with the World Bank open data API, allowing for listing and analysis of indicators across available countries. | ⭐ 6 | 2025-03-16T19:46:50Z  
**[Worldpay Mcp (@simonwfarrow)](https://github.com/simonwfarrow/worldpay-mcp)** | A server implementing the Model Context Protocol to make and query payments through Worldpay APIs, enabling payment processing, payment queries, and checkout form generation. | ⭐ 0 | 2025-03-06T17:06:16Z  
**[Wp Mcp (@emzimmer)](https://github.com/emzimmer/server-wp-mcp)** | Enables AI assistants to interact with WordPress sites through the WordPress REST API. Supports multiple WordPress sites with secure authentication, enabling content management, post operations, and site configuration through natural language. | ⭐ 29 | 2025-03-17T03:13:03Z  
**[Wp Mcp (@glendaviesnz)](https://github.com/glendaviesnz/wp-mcp)** | Integrates with WordPress to enable automated content management, post creation, and site administration tasks without direct dashboard access. | ⭐ 2 | 2025-03-03T10:20:01Z  
**[Wsl Exec (@spences10)](https://github.com/spences10/mcp-wsl-exec)** | A secure MCP server for Windows Subsystem for Linux environments, facilitating safe command execution with extensive validation and protection against vulnerabilities like shell injection and dangerous commands. | ⭐ 6 | 2025-03-16T09:24:54Z  
**[X (@JoshMayerr)](https://github.com/JoshMayerr/mcp-x)** | Integrates with X using real browser APIs to bypass rate limits and enable extensive social media operations and data analysis. | ⭐ 3 | 2025-03-14T15:44:11Z  
**[X Mcp (@vidhupv)](https://github.com/vidhupv/x-mcp)** | An MCP server that allows Claude to create, manage and publish X/Twitter posts directly through the chat interface. | ⭐ 30 | 2025-03-16T20:22:11Z  
**[X Server (@DataWhisker)](https://github.com/DataWhisker/x-mcp-server)** | Server for X (Twitter) integration that provides tools for reading your timeline and engaging with tweets. Designed for use with Claude desktop. | ⭐ 8 | 2025-03-08T12:35:57Z  
**[X twee (@TannisaS)](https://github.com/TannisaS/MCP-Server/tree/HEAD/X_twee)** | Automates tweet scheduling and posting by integrating Google Sheets with Twitter using web automation. | ⭐ 0 | 2024-12-09T09:48:57Z  
**[Xano Mcp (@lowcodelocky2)](https://github.com/lowcodelocky2/xano-mcp)** | Enables AI assistants to manage Xano databases through the Model Context Protocol, allowing users to create, modify, and delete tables, edit schemas, and extract API documentation. | ⭐ 3 | 2025-03-13T11:38:25Z  
**[Xano mcp (@SarimSiddd)](https://github.com/SarimSiddd/xano_mcp)** | Enables interaction with the Xano API through a Model Context Protocol (MCP) interface, providing secure and type-safe management of Xano database operations. | ⭐ 0 | 2025-01-23T05:55:47Z  
**[Xcode Diagnostics (@leftspin)](https://github.com/leftspin/mcp-xcode-diagnostics)** | Extracts and parses Xcode build errors and warnings from DerivedData logs, providing structured diagnostic information with file paths, line numbers, error messages, and fix-it suggestions for Swift projects. | ⭐ 0 | 2025-03-12T04:07:37Z  
**[Xcode Server (@PolarVista)](https://github.com/PolarVista/Xcode-mcp-server)** | Integrates with Xcode to automate iOS development workflows including building projects, running tests, and analyzing results. | ⭐ 23 | 2025-03-16T02:23:28Z  
**[Xcode Server (@r-huijts)](https://github.com/r-huijts/xcode-mcp-server)** | Integrates with Xcode to streamline iOS development workflows, automate build processes, and facilitate code generation for efficient app creation. | ⭐ 68 | 2025-03-17T12:14:54Z  
**[Xcodebuild (@ShenghaiWang)](https://github.com/ShenghaiWang/xcodebuild)** | Build iOS Xcode workspace/project and feed back errors to llm. | ⭐ 5 | 2025-03-16T15:23:27Z  
**[Xiyan mcp server (@XGenerationLab)](https://github.com/XGenerationLab/xiyan_mcp_server)** | A Model Context Protocol server that enables natural language queries to MySQL databases, powered by XiYanSQL text-to-SQL technology. | ⭐ 10 | 2025-03-17T07:46:12Z  
**[Xmind (@apeyroux)](https://github.com/apeyroux/mcp-xmind)** | A Model Context Protocol server that allows intelligent analysis and querying of XMind mind maps, providing capabilities for searching, extracting, and analyzing content across XMind files. | ⭐ 11 | 2025-03-17T11:46:27Z  
**[Xrpl Service (@tedlikeskix)](https://github.com/tedlikeskix/xrpl-mcp-service)** | Integrates with the XRP Ledger blockchain to enable account management, transaction submission, and ledger data retrieval for XRP-related operations. | ⭐ 0 | 2025-02-01T00:32:51Z  
**[Xtb Server (@sharplygroup)](https://github.com/sharplygroup/xtb-mcp-server)** | An MCP server that exposes the XTB trading API, allowing users to interact with their XTB trading accounts through the Model Context Protocol to perform operations like account management, market data retrieval, and trade execution. | ⭐ 0 | 2025-03-01T12:17:46Z  
**[Yapi Mcp (@lzsheng)](https://github.com/lzsheng/Yapi-MCP)** | Integrates with YApi for API management, enabling seamless access to API documentation for tasks like code generation, testing, and integration planning. | ⭐ 0 | 2025-03-04T15:03:18Z  
**[Ynab (@klauern)](https://github.com/klauern/mcp-ynab)** | An MCP server that allows users to interact with YNAB data, enabling access to account balances, transactions, and the creation of new transactions through the Model Context Protocol. | ⭐ 1 | 2025-02-26T01:19:33Z  
**[Yolo Mcp Server (@GongRzhe)](https://github.com/GongRzhe/YOLO-MCP-Server)** | Enables computer vision capabilities using YOLO models for object detection, segmentation, classification, and pose estimation on images and camera feeds | ⭐ 0 | 2025-03-11T07:08:50Z  
**[Youtube (@adhikasp)](https://github.com/adhikasp/mcp-youtube)** | Fetch and analyze YouTube video transcripts. | ⭐ 7 | 2025-02-24T04:27:18Z  
**[Youtube (@anaisbetts)](https://github.com/anaisbetts/mcp-youtube)** | Uses yt-dlp to download subtitles from YouTube and connects it to claude.ai via Model Context Protocol. | ⭐ 201 | 2025-03-17T09:10:39Z  
**[Youtube (@kazuph)](https://github.com/kazuph/mcp-youtube)** | A Model-Context Protocol Server for YouTube in Jp | ⭐ 4 | 2025-03-16T17:21:15Z  
**[Youtube (@sparfenyuk)](https://github.com/sparfenyuk/mcp-youtube)** | Bridges YouTube API and AI assistants, enabling video analysis by downloading and processing closed captions to create summaries of YouTube videos. | ⭐ 2 | 2025-03-15T20:34:04Z  
**[Youtube Music Server (@mondweep)](https://github.com/mondweep/youtube-music-mcp-server)** | An MCP server that allows AI models to control YouTube Music playback through Google Chrome by searching and playing songs using song and artist names. | ⭐ 2 | 2025-02-26T06:35:02Z  
**[Youtube research mcp (@danhilse)](https://github.com/danhilse/youtube_research_mcp)** | Integrates with YouTube API to perform aggregated video searches, enabling efficient content curation and trend analysis on specified topics. | ⭐ 2 | 2025-02-28T21:13:43Z  
**[Youtube Server (@ZubeidHendricks)](https://github.com/ZubeidHendricks/youtube-mcp-server)** | Comprehensive YouTube API integration for video management, Shorts creation, and analytics. | ⭐ 44 | 2025-03-17T08:00:31Z  
**[Youtube Sheets (@Rickyyy1116)](https://github.com/Rickyyy1116/mcp-youtube-sheets)** | Provides functionality to search YouTube videos and automatically save the results to Google Sheets. | ⭐ 9 | 2025-02-11T15:00:41Z  
**[Youtube Subtitles Mcp (@setkyar)](https://github.com/setkyar/youtube-subtitles-mcp)** | Integrates with YouTube to enable subtitle retrieval and analysis for content summarization, translation, or accessibility enhancement. | ⭐ 0 | 2025-03-03T03:21:05Z  
**[Youtube Summarizer Mcp (@kabir-ti)](https://github.com/kabir-ti/youtube-summarizer-mcp)** | The MCP Server integrates APIs from the Youtube-Summarizer as tools within the MCP protocol, allowing for local AI application interaction and tool utilization through natural language queries. | ⭐ 0 | 2025-01-27T16:56:58Z  
**[Youtube Summarizer Mcp (@trilogy-group)](https://github.com/trilogy-group/youtube-summarizer-mcp)** | Integrates with a YouTube summarization API to enable video analysis, retrieval of summaries, and follow-up conversations about content. | ⭐ 1 | 2025-02-28T17:20:53Z  
**[Youtube Transcript (@jkawamoto)](https://github.com/jkawamoto/mcp-youtube-transcript)** | This server retrieves transcripts for given YouTube video URLs, enabling integration with Goose CLI or Goose Desktop for transcript extraction and processing. | ⭐ 7 | 2025-03-17T07:21:51Z  
**[Youtube Transcript (@kimtaeyoon83)](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript)** | A Model Context Protocol server that enables retrieval of transcripts from YouTube videos. This server provides direct access to video captions and subtitles through a simple interface. | ⭐ 66 | 2025-03-17T13:59:48Z  
**[Youtube Transcripts (@tlofreso)](https://github.com/tlofreso/mcp-youtube-transcripts)** | Extracts YouTube video transcripts from various URL formats using a command-line tool, enabling content analysis and subtitle generation. | ⭐ 0 | 2025-01-02T03:43:15Z  
**[Youtube Watchlater Mcp (@rados10)](https://github.com/rados10/youtube-watchlater-mcp)** | Integrates with YouTube API to manage Watch Later playlists, enabling content curation, video recommendations, and automated playlist management. | ⭐ 2 | 2025-03-01T17:28:31Z  
**[Yt Description Mcp (@MalikElate)](https://github.com/MalikElate/yt-description-mcp)** | Extracts and processes complete transcripts from YouTube videos using a single tool that accepts video URLs, enabling content analysis without watching the videos. | ⭐ 1 | 2025-03-13T04:56:57Z  
**[Yt Dlp Mcp (@kevinwatt)](https://github.com/kevinwatt/yt-dlp-mcp)** | Integrates with YouTube using yt-dlp to enable downloading of videos and subtitles for content analysis and processing tasks. | ⭐ 13 | 2025-03-11T15:31:23Z  
**[Ytrnscrpt Server (@index01d)](https://github.com/index01d/ytrnscrpt-mcp-server)** | Integrates with YouTube's transcript functionality to fetch and analyze video content, enabling applications like summarization, keyword extraction, and sentiment analysis. | ⭐ 1 | 2025-03-14T14:32:06Z  
**[Zaj Mysql Mcp (@zajTools)](https://github.com/zajTools/zaj-MySQL-MCP)** | A Model Context Protocol server that enables SQL query execution, database management, and business intelligence capabilities through MySQL connections. | ⭐ 0 | 2025-03-03T08:44:43Z  
**[Zed Axiom Context Server (@axiomhq)](https://github.com/axiomhq/zed-axiom-context-server)** | Integrates Axiom's context-aware AI capabilities with Zed workflows through a customizable command interface for enhanced flexibility and seamless deployment. | ⭐ 1 | 2024-12-13T06:49:58Z  
**[Zendesk Server (@reminia)](https://github.com/reminia/zendesk-mcp-server)** | Integrates with Zendesk to enable ticket management, comment handling, and Help Center article retrieval for streamlined customer support operations. | ⭐ 3 | 2025-03-16T21:30:29Z  
**[Zenml (@zenml-io)](https://github.com/zenml-io/mcp-zenml)** | Integrates with ZenML to enable querying pipeline metadata, triggering new runs, and analyzing ML workflow history through Python-based tools for machine learning pipeline management | ⭐ 12 | 2025-03-16T20:39:53Z  
**[Zenon (@coinselor)](https://github.com/coinselor/mcp-zenon)** | A production-ready template for building Model Context Protocol servers in TypeScript, offering fast development with Bun, Biome linting, and automated version management. | ⭐ 0 | 2025-01-31T11:55:31Z  
**[Zig Server (@openSVM)](https://github.com/openSVM/zig-mcp-server)** | Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices. | ⭐ 4 | 2025-03-14T15:09:22Z  
**[Zipic Server (@okooo5km)](https://github.com/okooo5km/zipic-mcp-server)** | Integrates with the Zipic app for macOS to provide image compression and optimization capabilities through quickCompress and advancedCompress tools, enabling efficient image processing with customizable settings. | ⭐ 2 | 2025-03-07T22:40:27Z  
**[Zonos Tts Mcp (@PhialsBasement)](https://github.com/PhialsBasement/Zonos-TTS-MCP)** | Integrates with Zonos TTS API to generate expressive, multi-language speech output for AI applications using PulseAudio playback | ⭐ 5 | 2025-02-26T21:38:54Z  
**[Zoom transcript mcp (@forayconsulting)](https://github.com/forayconsulting/zoom_transcript_mcp)** | An MCP server that enables users to list, download, search, and manage Zoom meeting transcripts through a structured interface. | ⭐ 1 | 2025-03-13T23:09:49Z  
**[Zotero (@kaliaboi)](https://github.com/kaliaboi/mcp-zotero)** | Allows AI to interact with your Zotero library. | ⭐ 29 | 2025-03-17T08:26:37Z  
**[Zotero Mcp (@kujenga)](https://github.com/kujenga/zotero-mcp)** | This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries. | ⭐ 10 | 2025-03-16T06:12:34Z  
**[Zotero Server (@swairshah)](https://github.com/swairshah/zotero-mcp-server)** | A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language. | ⭐ 2 | 2025-03-16T09:45:45Z  
  
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