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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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11,949 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Documentation Retrieval & Web Scraping

    AIwithhassan
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    quality
    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    Last updated -
    1
    1

  • Documentation MCP Server

    sagacious-satadru
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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 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 -

  • MCP Documentation Server

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

  • 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

  • Documentation Search MCP Server

    anton-prosterity
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    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
    7
    MIT License
    • Apple

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  • MCP LLMS-TXT Documentation Server

    langchain-ai
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    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 -
    858
    MIT License
    • Apple

  • OpenTelemetry Documentation MCP Server

    ryu1maniwa
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    quality
    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

  • AWS Documentation MCP Server

    daniel-levesque
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    license
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    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

  • MoEngage Documentation MCP Server

    poojitha-rachuri
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    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 -

  • MCP Server with LangChain and AI Tools

    durgeshmca
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    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 -

  • LangGraph Agent MCP Server

    bmaranan75
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    Provides a standardized interface to interact with LangGraph agents through ChatGPT Enterprise, enabling conversational AI workflows with tools for agent invocation, streaming responses, and thread management.
    Last updated -

  • Divide and Conquer MCP Server

    landicefu
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    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    44
    7
    MIT License
    • Apple
    • Linux

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -

  • LangChain Agent MCP Server

    mcpmessenger
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    Exposes LangChain agent capabilities through the Model Context Protocol, enabling multi-step reasoning tasks with ReAct pattern execution via a production-ready FastAPI service deployed on Google Cloud Run.
    Last updated -
    16
    2
    • Linux
    • Apple

  • GCP Billing and Monitoring MCP Server

    RadiumGu
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    quality
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    1
    Apache 2.0

  • Google Calendar and Meet MCP Server

    INSIDE-HAIR
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    quality
    Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.
    Last updated -
    1
    • Apple
    • Linux

  • MCP Documentation Server

    esakrissa
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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 -
    • Linux
    • Apple

  • Financial Data MCP Server

    gustavo-sacchi
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    A Model Context Protocol server that provides financial tools for retrieving real-time stock data, analyst recommendations, financial statements, and web search capabilities for a LangGraph-powered ReAct agent.
    Last updated -
    1
    • Apple
    • Linux

  • MCP Documentation Server

    McKhanster
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    Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.
    Last updated -

  • 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
    68
    48
    MIT License
    • Apple
    • Linux

  • MCP Documentation Server

    glassBead-tc
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    Provides comprehensive access to MCP documentation through structured guides, full-text search, and interactive development workflows for building servers and clients.
    Last updated -
    4
    MIT License

  • Documentation Retrieval MCP Server (DOCRET)

    Sreedeep-SS
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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

  • MCP Documentation Server

    droidnext
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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

  • GameMaker Documentation MCP Server

    Petah
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    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 -
    3
    1

  • AWS Documentation MCP Server

    hosseinzahed
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    Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
    Last updated -
    3
    Apache 2.0

  • RAG Documentation MCP Server

    jumasheff
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    Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
    Last updated -
    15
    MIT License
    • Apple

  • SAP Documentation MCP Server

    marianfoo
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    Provides offline access to SAP documentation and real-time SAP Community content, integrating official documentation with community-driven solutions for comprehensive developer support.
    Last updated -
    5
    102
    Apache 2.0

  • Mathematica Documentation MCP server

    benhaotang
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    A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
    Last updated -
    8
    MIT License
    • Linux
    • Apple

  • PyTorch Documentation Search Tool

    seanmichaelmcgee
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    Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.
    Last updated -
    2

  • RAG Documentation MCP Server

    rahulretnan
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    Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
    Last updated -
    15
    49

  • Roblox Documentation MCP Server

    christopher-buss
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    Enables AI agents to intelligently search and retrieve Roblox documentation through semantic search and vector embeddings, providing natural language access to complete Roblox Creator Documentation.
    Last updated -
    MIT License