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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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6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 -
    18
    4
    Python
    MIT License
    • Apple

  • 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

  • Python Docs Server

    AnuragRai017
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    license
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    quality
    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

  • 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
    76
    60
    TypeScript
    MIT License

  • 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

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  • mcp-pyodide

    yonaka15
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    quality
    A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).
    Last updated -
    5
    8
    10
    TypeScript
    MIT License

  • Powertools MCP Search Server

    aws-powertools
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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
    133
    27
    TypeScript
    • Apple
    • Linux

  • 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 LLMS.txt Explorer

    thedaviddias
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    license
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    quality
    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.
    Last updated -
    2
    2
    44
    JavaScript
    • Apple

  • Docforkofficial

    docfork
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    license
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    A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.
    Last updated -
    1
    206
    54
    JavaScript
    MIT License
    • Linux
    • Apple

  • SAP Documentation MCP Server

    marianfoo
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    license
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    quality
    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

  • Starwind UI MCP Server

    starwind-ui
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    quality
    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
    24
    TypeScript
    MIT License

  • 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
    266
    89
    TypeScript
    MIT License
    • Linux
    • Apple

  • 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
    21
    Python
    MIT License
    • Apple

  • 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
    346
    11
    TypeScript
    MIT License
    • Apple
    • Linux

  • 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

  • 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

  • o3-search MCP

    yoshiko-pg
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    An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
    Last updated -
    1
    667
    153
    JavaScript
    MIT License

  • Docfork

    docfork
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    security
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    license
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    quality
    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-codex-keeper

    aindreyway
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    license
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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

  • Atom-of-thoughts

    kbsooo
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    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    Last updated -
    3
    25
    JavaScript
    MIT License
    • Apple
    • Linux

  • Daytona MCP Python Interpreter

    nibzard
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    security
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    license
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    quality
    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    Last updated -
    1
    14
    Python
    Apache 2.0
    • Apple

  • Clojars-MCP-Server

    Bigsy
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    security
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    license
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    quality
    Provides up to date dependency information of Clojure libraries
    Last updated -
    2
    19
    5
    JavaScript
    MIT License
    • Apple

  • MCP Code Executor

    bazinga012
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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    1
    101
    JavaScript
    MIT License
    • Linux
    • Apple

  • MongoDB MCP Server for LLMs

    rock913
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    An MCP server that enables large language models to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data through natural language.
    Last updated -
    340
    MIT License
    • Apple

  • Chain of Draft (CoD) MCP Server

    stat-guy
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    security
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    license
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    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    2
    Python
    • Apple

  • Metal MCP Server

    aldrin-labs
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    security
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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

  • Couchbase MCP Server for LLMs

    Aniket310101
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    security
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    license
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    A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.
    Last updated -
    28
    6
    TypeScript
    • Apple

  • git MCP serverofficial

    modelcontextprotocol
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    security
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    license
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    quality
    A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.
    Last updated -
    12
    59,464
    TypeScript
    MIT License