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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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9,481 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Language Server

    isaacphi
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    security
    A
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    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    1,096
    BSD 3-Clause
    • Apple
    • Linux

  • Learning Hour MCP

    SDiamante13
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    security
    A
    license
    A
    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

  • language-server-mcp

    alexwohletz
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    security
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    license
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    quality
    TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
    Last updated -
    3
    25
    MIT License
    • Apple

  • Learning Path Generator MCP

    GladwinTM
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    security
    F
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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 Learning Project

    vishutorvi
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    security
    F
    license
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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 -

  • MCP Self-Learning Server

    saralegui-solutions
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    security
    F
    license
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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 -
    8
    1

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  • React Learning MCP Server

    kenta-ja8
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    security
    F
    license
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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 -

  • Learning Path Generator

    UmaRamisetty
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    security
    F
    license
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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 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 -

  • MCP Visual Language

    lengbone
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    security
    F
    license
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    quality
    Enables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.
    Last updated -
    1
    3

  • MCP Learning Demo

    lkannan
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    security
    F
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    quality
    A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.
    Last updated -

  • MCP Learning Server

    thanhtn2902
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    security
    F
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    quality
    A comprehensive educational server demonstrating Model Context Protocol capabilities for tools, resources, and prompts, allowing AI assistants to connect to external data and functionality.
    Last updated -
    0

  • MCP & Copilot Studio Learning Project

    sayedpfe
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    security
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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

  • Natural Language MySQL Query System

    floatDreamWithSong
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    security
    F
    license
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    quality
    A Model Context Protocol (MCP) server that converts natural language queries into SQL statements, allowing users to query MySQL databases using conversational language instead of writing SQL code.
    Last updated -
    3

  • AVA MCP Server

    ramaiyaKushal
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    security
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    license
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    quality
    A custom MCP server that provides AI applications with access to an Artificial Virtual Assistant (AVA) toolset, enabling Gmail integration and task management through natural language.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • ClinicalTrials.gov Natural Language API Server

    HuaiyuZhang
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    security
    A
    license
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    quality
    Enables users to query ClinicalTrials.gov using natural language instead of complex API parameters, translating plain English requests into structured API calls and returning organized clinical trial data.
    Last updated -
    MIT License

  • InfluxDB Natural Language Query MCP Server

    dohoon84
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    security
    F
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    quality
    Enables users to generate and execute InfluxDB queries using natural language commands in Korean. Supports querying metrics like CPU usage, memory status, and system monitoring data through conversational interface.
    Last updated -

  • Rules MCP Server

    markacianfrani
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    security
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    license
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    quality
    An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.
    Last updated -
    2
    8

  • MCP Image Server

    IA-Programming
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    security
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    license
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    quality
    A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.
    Last updated -
    1
    12
    MIT License
    • Linux
    • Apple

  • YouTube MCP Server

    IA-Programming
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables searching YouTube videos, retrieving and storing transcripts, and performing semantic search over video content without using the official YouTube API.
    Last updated -
    6
    MIT License

  • MCP-Hyperskillofficial

    hyperskill
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    security
    F
    license
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    quality
    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

  • PHPocalypse-MCP

    plapinski
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    security
    A
    license
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    quality
    A Message Control Protocol server that runs PHP tests and static analysis tools automatically for developers, providing results directly to AI assistants in Cursor editor.
    Last updated -
    2
    MIT License

  • Docs Fetch MCP Server

    wolfyy970
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    security
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    license
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    quality
    Enables LLMs to autonomously retrieve and explore web content by fetching pages and recursively following links to a specified depth, particularly useful for learning about topics from documentation.
    Last updated -
    1
    7
    MIT License

  • Onyx Documentation MCP Server

    elias-michaias
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    security
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    license
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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

  • WaniKani MCP Server

    jackedney
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    security
    F
    license
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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

  • MCP Sigmund

    radup
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    security
    A
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    quality
    Enables AI assistants to analyze personal financial data from Open Banking sources stored in PostgreSQL database. Provides educational financial analysis tools with intelligent formatting for learning about spending patterns, account balances, and transaction history.
    Last updated -
    1
    ISC License

  • MCP-MultilspyLSP

    asimihsan
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    security
    F
    license
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    quality
    An MCP server that enables language models to access code intelligence features like completions, definitions, and references across multiple programming languages through the Language Server Protocol.
    Last updated -

  • DocsFetcher MCP Server

    cdugo
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    security
    A
    license
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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

  • IMCP - Insecure Model Context Protocol

    nav33n25
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    security
    F
    license
    A
    quality
    IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real
    Last updated -
    15
    2
    JavaScript