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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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6,200 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • f2c-mcp-server

    f2c-ai
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    f2c-mcp-server
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    5
    408
    127
    TypeScript
    MIT License

  • Documentation Search MCP Server

    anton-prosterity
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    security
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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 -
    2
    Python
    MIT License
    • Apple

  • MCP Svelte Docs Server

    spences10
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    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
    Last updated -
    2
    274
    87
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP Server Template for Cursor IDE

    jankowtf
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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    Last updated -
    11
    2
    Python
    MIT License
    • Apple
    • Linux

  • Python Docs Server

    AnuragRai017
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    JavaScript
    Apache 2.0
    • Apple

  • Starwind UI MCP Server

    starwind-ui
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    A TypeScript server that enhances AI assistants' capabilities when working with Starwind UI components, providing tools for project initialization, component installation, documentation access, and more.
    Last updated -
    6
    19
    TypeScript
    MIT License

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  • RAG Documentation MCP Server

    jumasheff
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    security
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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 -
    62
    TypeScript
    MIT License
    • Apple

  • GroundDocsofficial

    GroundDocs
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    security
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    license
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    quality
    A version-aware Kubernetes documentation assistant that connects LLMs to trusted, real-time Kubernetes docs to reduce hallucinations and ensure accurate, version-specific responses.
    Last updated -
    2
    55
    4
    TypeScript
    MIT License

  • mcp-codex-keeper

    aindreyway
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    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    Last updated -
    4
    87
    52
    TypeScript
    MIT License

  • Powertools MCP Search Server

    aws-powertools
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    F
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    Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.
    Last updated -
    2
    83
    25
    TypeScript
    • Apple
    • Linux

  • DocGen MCP Server

    rjadhavJT
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    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.
    Last updated -
    3
    TypeScript
    MIT License
    • Apple

  • Metal MCP Server

    aldrin-labs
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    security
    F
    license
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    Enables interaction with the Metal Framework by providing documentation search and code generation capabilities using natural language queries.
    Last updated -
    2
    2
    TypeScript

  • Coin MCP Server

    longmans
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    A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data, enabling AI applications to retrieve cryptocurrency listings, quotes, and detailed information.
    Last updated -
    3
    10
    Python
    • Linux
    • Apple

  • 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
    Python

  • MCP Package Docs Server

    sammcj
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    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
    Last updated -
    11
    76
    60
    TypeScript
    MIT License

  • Perplexity AI MCP Server

    rileyedwards77
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    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
    Last updated -
    5
    JavaScript

  • Spryker Package Search Tool

    vitaliiivanovspryker
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    An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.
    Last updated -
    3
    1
    JavaScript
    MIT License

  • claude-debugs-for-you

    jasonjmcghee
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    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.
    Last updated -
    331
    TypeScript
    MIT License
    • Apple

  • MCP Web Browser Server

    random-robbie
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    An advanced web browsing server enabling headless browser interactions via a secure API, providing features like navigation, content extraction, element interaction, and screenshot capture.
    Last updated -
    6
    9
    Python
    MIT License

  • MPC Docs Server

    joaowinderfeldbussolotto
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    security
    F
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    A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.
    Last updated -
    Python
    • Apple
    • Linux

  • 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 -
    2
    Python
    MIT License
    • Linux
    • Apple

  • PyTorch Documentation Search Tool

    seanmichaelmcgee
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    security
    F
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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 -
    1
    Python

  • Systems MCP

    lethain
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    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple

  • MCP Server for Google Cloud Healthcare API

    Kartha-AI
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    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
    Last updated -
    15
    3
    JavaScript
    MIT License
    • Apple

  • 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 -
    Python
    MIT License

  • Code Scanner Server

    Ixe1
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    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
    Last updated -
    1
    2
    JavaScript
    GPL 3.0
    • Apple
    • Linux

  • Metaplex MCP Server

    aldrin-labs
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    security
    A
    license
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    The Metaplex MCP Server facilitates access to Metaplex documentation and repository details, enabling users to search and interact with various Metaplex resources through the MCP protocol.
    Last updated -
    3
    1
    TypeScript
    The Unlicense

  • Vertex AI MCP Server

    shariqriazz
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    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
    Last updated -
    20
    172
    50
    TypeScript
    MIT License
    • Linux
    • Apple