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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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12,245 servers. Last updated 2025-12-07 06:36

Matching MCP tools:

Matching MCP servers:

  • Files MCP Server

    iceener
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    F
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    quality
    Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.
    Last updated 3 days ago
    2
    4

  • Files-DB-MCP

    randomm
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    security
    A
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    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    Last updated 5 months ago
    6
    MIT License

  • Google OR-Tools server

    Jacck
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    security
    A
    license
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated a year ago
    16
    MIT License
    • Apple

  • MCP Files

    OrionPotter
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    security
    A
    license
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    quality
    Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.
    Last updated a month ago
    2
    MIT License
    • Linux
    • Apple

  • Simple Files Vector Store Server

    lishenxydlgzs
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    security
    A
    license
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    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    Last updated 8 months ago
    3
    36
    MIT License

  • Swagger to MCP

    suhailtajshaik
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    security
    A
    license
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    quality
    Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.
    Last updated 19 days ago
    MIT License

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