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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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6,852 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 -
    18
    4
    Python
    MIT License
    • Apple

  • 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

  • Powertools MCP Search Server

    aws-powertools
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    security
    F
    license
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    quality
    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
    43
    28
    TypeScript
    • Apple
    • Linux

  • Spryker Package Search Tool

    vitaliiivanovspryker
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    quality
    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

  • MCP Gemini Google Search

    yukukotani
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    Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.
    Last updated -
    1
    4
    TypeScript
    Apache 2.0

  • Higress AI-Search MCP Server

    cr7258
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    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated -
    1
    5
    Python
    Apache 2.0

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  • MCP Documentation Service

    alekspetrov
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    security
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    license
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    quality
    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
    346
    11
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP Package Docs Server

    sammcj
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    license
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    quality
    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
    287
    74
    TypeScript
    MIT License

  • 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 -
    3
    8
    TypeScript
    Apache 2.0

  • Search Intent MCP

    captainChaozi
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    quality
    An MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.
    Last updated -
    1
    106
    JavaScript

  • MCP ts-morph Refactoring Tools

    SiroSuzume
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    license
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    quality
    Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.
    Last updated -
    5
    16
    1
    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

  • GroundDocsofficial

    GroundDocs
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    security
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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

  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    security
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    license
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    quality
    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    28
    Python
    MIT License
    • Apple

  • Python REPL MCP Server

    hdresearch
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    3
    Python
    MIT License

  • Elasticsearch Semantic Search MCP Server

    jedrazb
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    security
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    -
    quality
    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.
    Last updated -
    Python

  • Code Research MCP Server

    nahmanmate
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    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated -
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • MCP Python Interpreter

    PortPro-Technologies-Inc
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    security
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    license
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    quality
    A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.
    Last updated -
    9
    Python

  • ATproto Docs MCP Server

    immber
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    A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.
    Last updated -
    1
    5
    TypeScript
    Creative Commons Zero v1.0 Universal

  • Google Search MCP Server

    mixelpixx
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    An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.
    Last updated -
    3
    167
    52
    TypeScript

  • Memory Box MCP Server

    amotivv
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    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.
    Last updated -
    6
    1
    JavaScript
    MIT License
    • Apple

  • Perplexity AI MCP Server

    fr0ziii
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    license
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    quality
    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
    Last updated -
    5
    2
    JavaScript

  • MCP Python Interpreter

    yzfly
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    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
    9
    42
    Python
    • Linux
    • Apple

  • Docfork

    docfork
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    Provides up-to-date documentation for 9000+ libraries directly in your AI code editor, enabling accurate code suggestions and eliminating outdated information.
    Last updated -
    1
    206
    54
    JavaScript
    MIT License
    • Apple
    • Linux

  • mcp-ragdocs

    hannesrudolph
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    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
    Last updated -
    7
    31
    208
    TypeScript
    MIT License

  • Academic Paper Search MCP Server

    afrise
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    license
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    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.
    Last updated -
    3
    11
    Python
    AGPL 3.0

  • PyTorch Documentation Search Tool

    seanmichaelmcgee
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    security
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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

  • 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
    37
    67
    TypeScript
    MIT License
    • Linux
    • Apple

  • mcp-yeoman

    thirdstrandstudio
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    A Model Context Protocol (MCP) server that provides integration with Yeoman generators, allowing AI agents to search for and run Yeoman templates programmatically.
    Last updated -
    10
    5
    JavaScript
    MIT License

  • mcp-pdf-tools

    hanweg
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    security
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    license
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    quality
    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)
    Last updated -
    5
    19
    Python
    The Unlicense

  • mcp-tool-builder

    hanweg
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    security
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    license
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    quality
    MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
    Last updated -
    4
    13
    Python
    The Unlicense

  • tl;dv MCP for Zoom, Google Meet and MS Teamsofficial

    tldv-public
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    security
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    license
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    quality
    lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.
    Last updated -
    TypeScript