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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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9,470 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Agentic AI System with MCP Integration

    pratyush-usc-mba
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    Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
    Last updated -

  • Documentation MCP Server

    sagacious-satadru
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    license
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    A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.
    Last updated -
    1
    3

  • MCP Documentation Server

    mahawi1992
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    security
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    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    10

  • MCP AI Chat LangChain

    badrinathvm
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    A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.
    Last updated -

  • With-MCP

    janwilmake
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    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    302
    34
    MIT License

  • LangChain MCP

    nishant-Tiwari24
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    A Multi-Server Control Plane system that enables natural language querying of job listings and employee feedback data through two specialized servers built with LangChain.
    Last updated -
    8

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  • MCP LLMS-TXT Documentation Server

    langchain-ai
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    security
    A
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    quality
    An MCP server that provides tools to load and fetch documentation from any llms.txt source, giving users full control over context retrieval for LLMs in IDE agents and applications.
    Last updated -
    706
    MIT License
    • Apple

  • Math Expression MCP Server

    eriktilio
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    security
    A
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    quality
    A tool server that processes mathematical expressions via Multi-Chain Protocol (MCP), allowing LLMs to solve math problems through tool integration.
    Last updated -
    MIT License

  • Documentation Search MCP Server

    anton-prosterity
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    security
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    license
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    quality
    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    22
    6
    MIT License
    • Apple

  • Claude MCP Server Integration

    mokemoke0821
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    Integration project for Model Context Protocol (MCP) servers with Claude Desktop App, enabling filesystem operations, development support, and file management through natural language.
    Last updated -

  • qudi MCP Integration

    dirkenglund
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    Enables natural language control of quantum photonics experiments through the qudi framework. Supports safe instrument control, measurement execution, and safety system management with built-in runlevel protection and parameter validation.
    Last updated -
    MIT License

  • OpenTelemetry Documentation MCP Server

    ryu1maniwa
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    Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
    Last updated -
    2
    3
    Apache 2.0

  • MCP with Gemini Integration

    ImDPS
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    security
    F
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    Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.
    Last updated -
    • Linux

  • MoEngage Documentation MCP Server

    poojitha-rachuri
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    security
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    quality
    Provides comprehensive access to MoEngage documentation from developers, help, and partners portals with full-text search, automatic updates, and intelligent filtering by platform, category, and source.
    Last updated -

  • AWS Documentation MCP Server

    daniel-levesque
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    security
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    quality
    Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
    Last updated -
    3
    Apache 2.0

  • MCP Server with OpenAI Integration

    Dagudelot
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    security
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    license
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    quality
    Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.
    Last updated -
    1

  • Satim Payment Gateway Integration

    zakblacki
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    security
    A
    license
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    quality
    A Model Context Protocol (MCP) server for integrating with the SATIM payment gateway system in Algeria, enabling AI assistants to process CIB/Edhahabia card payments through the SATIM-ePAY platform.
    Last updated -
    5
    0
    10
    GPL 3.0

  • Unity MCP with Ollama Integration

    ZundamonnoVRChatkaisetu
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    security
    A
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    quality
    A server that connects Unity with local large language models through Ollama, enabling developers to automate workflows, manipulate assets, and control the Unity Editor programmatically without relying on cloud-based LLMs.
    Last updated -
    8
    MIT License
    • Apple
    • Linux

  • MCP Server with LangChain and AI Tools

    durgeshmca
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    security
    F
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    quality
    A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.
    Last updated -

  • MCP Server with LLM Integration

    MelaLitho
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    security
    F
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    quality
    Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaining persistent conversation memory. Provides extensible tool framework for various operations including echo functionality and conversation storage/retrieval.
    Last updated -

  • Log Analyzer with MCPofficial

    awslabs
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    security
    A
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    quality
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    Last updated -
    126
    Apache 2.0

  • PostgreSQL MCP Server with GitHub OAuth

    coleam00
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    security
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    An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.
    Last updated -
    234
    MIT License

  • MCP Documentation Server

    esakrissa
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    security
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    A customized MCP server that enables integration between LLM applications and documentation sources, providing AI-assisted access to LangGraph and Model Context Protocol documentation.
    Last updated -
    1
    • Linux
    • Apple

  • Puch AI WhatsApp Integration MCP Server

    alok-ahirrao
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    security
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    Enables AI assistants to fetch web content, search for products on Google Shopping, and integrate with WhatsApp messaging. Serves as a bridge between Puch AI and external services through authenticated API endpoints.
    Last updated -
    2
    • Apple
    • Linux

  • MCP Documentation Service

    alekspetrov
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    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.
    Last updated -
    14
    58
    42
    MIT License
    • Apple
    • Linux

  • Documentation Crawler & MCP Server

    alizdavoodi
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    security
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    quality
    Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.
    Last updated -
    25
    MIT License
    • Linux
    • Apple

  • SSE MCP Server with JWT Authentication

    anisirji
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    security
    F
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    quality
    A Model Context Protocol server that exposes multiple AI tools over SSE transport with JWT-based secure authentication, allowing for dynamic tool registration and session management.
    Last updated -
    8,148
    4

  • Documentation Retrieval MCP Server (DOCRET)

    Sreedeep-SS
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    security
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    An MCP server that enables AI assistants to access up-to-date documentation for Python libraries like LangChain, LlamaIndex, and OpenAI through dynamic fetching from official sources.
    Last updated -
    1
    MIT License

  • YouTube Integration

    highlight-ing
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    security
    F
    license
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    quality
    Enables extraction of transcript text from YouTube videos by providing the video URL, supporting standard, shortened, and embed URL formats.
    Last updated -
    7
    1

  • MCP Documentation Server

    droidnext
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    security
    A
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    A server that provides organized documentation content for various applications using the Model Context Protocol, enabling AI assistants to access quickstart guides and code examples.
    Last updated -
    MIT License

  • Swarms MCP Documentation Server

    Ransom-Alpha
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    security
    F
    license
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    quality
    An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.
    Last updated -

  • GameMaker Documentation MCP Server

    Petah
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    security
    F
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    quality
    Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.
    Last updated -