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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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9,482 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Learning Path Generator MCP

    GladwinTM
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    security
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    quality
    Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.
    Last updated -

  • MCP Self-Learning Server

    saralegui-solutions
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    security
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    quality
    Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.
    Last updated -
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    1

  • Learning Hour MCP

    SDiamante13
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    quality
    An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.
    Last updated -
    5
    0
    6
    MIT License

  • MCP-Hyperskillofficial

    hyperskill
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    security
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    A FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.
    Last updated -
    1

  • Learning Path Generator

    UmaRamisetty
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    security
    F
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    quality
    A Streamlit-based web application that generates personalized learning paths by integrating with YouTube, Google Drive, and Notion services through the Model Context Protocol.
    Last updated -

  • MCP & Copilot Studio Learning Project

    sayedpfe
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    security
    F
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    quality
    A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.
    Last updated -
    1
    • Apple
    • Linux

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  • MCP Learning Project

    RobertBauer-dev
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    security
    F
    license
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    quality
    A tutorial MCP server for learning the Model Context Protocol by building file and system tools. Provides hands-on experience creating custom tools that enable AI models to interact with files and execute system commands.
    Last updated -

  • MCP Learning Project

    BerdTan
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    security
    F
    license
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    quality
    A comprehensive learning platform for Model Context Protocol development that teaches MCP concepts through hands-on modules including text processing, file operations, and database integration. Designed as an educational tool with progressive difficulty levels from basic to advanced MCP server development.
    Last updated -

  • React Learning MCP Server

    kenta-ja8
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    security
    F
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    quality
    A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.
    Last updated -

  • MCP Learning Project

    vishutorvi
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    security
    F
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    quality
    A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.
    Last updated -

  • WaniKani MCP Server

    jackedney
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    security
    F
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    quality
    A bridge that provides AI assistants with access to WaniKani user data and functionality, enabling them to retrieve learning progress, identify difficult items, and offer personalized Japanese language learning assistance.
    Last updated -
    1

  • In Memoria

    pi22by7
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    security
    A
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    quality
    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated -
    341
    62
    MIT License
    • Apple
    • Linux

  • Onyx Documentation MCP Server

    elias-michaias
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    security
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    quality
    Provides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.
    Last updated -
    10

  • Zilliqa MCP Server

    Lama1403
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    security
    F
    license
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    quality
    Provides access to Zilliqa blockchain documentation and API examples through search capabilities and examples in multiple programming languages.
    Last updated -
    • Apple
    • Linux

  • HMR

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    Docs for HMR and reactive programming in Python. See https://pyth-on-line.promplate.dev/hmr for more info

  • Argus

    athapong
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    security
    A
    license
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    quality
    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • FastMCP Style Enforcer

    chinggu88
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    security
    F
    license
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    quality
    A server that automatically reviews code style and suggests improvements, with special focus on Flutter/Dart projects and general programming styles.
    Last updated -

  • Mem0 MCP Serverofficial

    mem0ai
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    security
    F
    license
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    quality
    An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.
    Last updated -
    454

  • Doxygen MCP Server

    Positronikal
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    security
    A
    license
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    quality
    A comprehensive server that enables AI assistants to generate, configure, and manage Doxygen documentation for various programming languages through a clean interface.
    Last updated -
    2
    GPL 3.0

  • Smart Code Reviewer

    renjismzy
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    security
    A
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    quality
    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated -
    5
    MIT License

  • Tribal Knowledge Service

    agentience
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    security
    A
    license
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    quality
    An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
    Last updated -
    6
    6
    MIT License
    • Apple

  • DocsFetcher MCP Server

    cdugo
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    security
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    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    Last updated -
    4
    27
    14
    MIT License
    • Apple
    • Linux

  • 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 -
    22
    6
    MIT License
    • Apple

  • Zephyr MCP Server

    hakehuang
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    security
    A
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    quality
    A lightweight server that simplifies building and flashing Zephyr RTOS projects through a REST API, allowing remote control of the microcontroller programming workflow.
    Last updated -
    Apache 2.0

  • Mistral Codestral MCP Server

    bsmi021
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    security
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    quality
    Provides code completion, bug fixing, and test generation for multiple programming languages, integrating with the Mistral Codestral API to enhance code development processes.
    Last updated -
    2

  • DependencyMCP Server

    mkearl
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    security
    F
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    quality
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    Last updated -
    6
    22
    14

  • Claude Jester MCP

    mstanton
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    security
    F
    license
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    quality
    Transforms Claude from a code generator into a programming partner capable of testing, debugging, and optimizing code automatically through a secure execution environment.
    Last updated -

  • Notion Knowledge MCP Server

    YuHuanHsu
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    security
    F
    license
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    quality
    A Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.
    Last updated -

  • Code Research MCP Server

    nahmanmate
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    quality
    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
    39
    AGPL 3.0
    • Apple

  • MCP Source Relation Server

    owayo
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    security
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    quality
    Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.
    Last updated -
    1
    1
    MIT License

  • MCP OI-Wiki

    ShwStone
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    security
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    license
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    quality
    Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.
    Last updated -
    1
    20

  • Code Explainer MCP

    BillDuke13
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    security
    A
    license
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    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated -
    6
    Apache 2.0