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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:

  • MCP Language Server

    isaacphi
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    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 -
    620
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • BlazeSQL MCP Server

    arjshiv
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    quality
    A Model Context Protocol server that enables AI clients to interact with BlazeSQL's Natural Language Query API, allowing natural language queries against SQL databases.
    Last updated -
    1
    JavaScript
    • Linux
    • Apple

  • Lara Translate MCP Server

    translated
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    An MCP server providing machine translation capabilities via the Lara Translate API, featuring language detection and context-aware translations between numerous language pairs.
    Last updated -
    1
    3,727
    62
    TypeScript
    MIT License
    • Apple
    • Linux

  • Headline Vibes Analysis MCP Server

    fred-em
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    Analyzes sentiment in news headlines from major US publications using both standard and natural language date inputs, enabling insights into public sentiment trends.
    Last updated -
    1
    1
    JavaScript

  • GitHub MCP Server

    PoliTwit1984
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    A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands.
    Last updated -
    1
    JavaScript

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  • language-server-mcp

    alexwohletz
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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
    13
    MIT License
    • Apple

  • MATLAB MCP Server

    WilliamCloudQi
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    Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.
    Last updated -
    2
    29
    JavaScript
    Apache 2.0
    • Apple
    • Linux

  • OSSInsight MCP Server

    damonxue
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    license
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    quality
    Provides GitHub data analysis for repositories, developers, and organizations, enabling insights into open source ecosystems through API calls and natural language queries.
    Last updated -
    5
    2
    JavaScript

  • Metal MCP Server

    aldrin-labs
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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

  • Google Jobs MCP Server

    ChanMeng666
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    A Model Context Protocol server that provides Google Jobs search capabilities through SerpAPI integration, featuring multi-language support, flexible search parameters, and rich job details.
    Last updated -
    1
    10
    9
    JavaScript
    MIT License

  • Natural Language MySQL Query System

    floatDreamWithSong
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    security
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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 -
    2
    TypeScript

  • Base Network MCP Server

    fakepixels
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    An MCP server that enables LLMs to perform blockchain operations on the Base network through natural language commands, including wallet management, balance checking, and transaction execution.
    Last updated -
    4
    4
    1
    TypeScript
    MIT License
    • Apple

  • Penrose MCP Server

    bmorphism
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    Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.
    Last updated -
    4
    1
    JavaScript
    MIT License

  • MCP Package Docs Server

    sammcj
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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

  • SimpleLocalize MCP Server

    GalvinGao
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    A Model Context Protocol server that enables users to manage translations for their applications through SimpleLocalize's localization platform via natural language prompts in Cursor.
    Last updated -
    2
    3
    Python
    MIT License

  • Enhanced Interactive Feedback MCP Server

    rickcen01
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    An advanced MCP server that provides interactive feedback mechanisms with support for various feedback types, multi-language capabilities, and team collaboration features for AI tools like Cursor, Cline, and Windsurf.
    Last updated -
    4
    Python
    MIT License
    • Apple
    • Linux

  • Zig MCP Server

    openSVM
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    Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
    Last updated -
    4
    23
    JavaScript
    MIT License

  • Code Snippet Server

    ngeojiajun
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    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    Last updated -
    3
    4
    JavaScript
    MIT License

  • ClinicalTrials.gov Natural Language API Server

    HuaiyuZhang
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    security
    A
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    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 -
    Python
    MIT License

  • @chargebee/mcpofficial

    chargebee
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    MCP Server that connects AI agents to Chargebee Platform.
    Last updated -
    2
    859
    11
    TypeScript
    MIT License
    • Linux
    • Apple

  • SEO Review Tools - MCP serverofficial

    SEO-Review-Tools
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    security
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    quality
    Get access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.
    Last updated -
    8
    52
    JavaScript

  • Scraper.is MCP Server

    Ai-Quill
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    security
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    quality
    Enables extracting data from websites using natural language prompts, allowing users to specify exactly what content they want in plain English and returning structured JSON data.
    Last updated -
    1
    1,379
    4
    TypeScript
    MIT License
    • Apple
    • Linux

  • mcp-server-tree-sitter

    wrale
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    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
    Last updated -
    26
    33
    Python
    MIT License
    • Apple
    • Linux

  • Wikimedia MCP Server

    privetin
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    Enables programmatic interaction with Wikimedia APIs, offering features like searching content, retrieving page information, and accessing historical events across multiple languages.
    Last updated -
    6
    2
    Python
    MIT License
    • Apple

  • ActivityWatch MCP Server

    8bitgentleman
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    An interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns.
    Last updated -
    5
    1
    TypeScript
    MIT License
    • Apple

  • DeepL MCP Serverofficial

    DeepLcom
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    A Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.
    Last updated -
    5
    428
    29
    JavaScript
    MIT License
    • Apple
    • Linux

  • SQL MCP Server for Claude Desktop

    meanands
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    security
    F
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    quality
    A natural language interface that allows Claude to execute SQL queries on your local MySQL databases, enabling database interaction using natural language.
    Last updated -
    2
    Python
    • Linux
    • Apple

  • Google Patents MCP Server

    KunihiroS
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    A Model Context Protocol server that enables searching Google Patents information via the SerpApi Google Patents API, allowing users to query patent data with various filters and sorting options.
    Last updated -
    1
    19
    5
    JavaScript
    MIT License

  • 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

  • TikTok MCP

    Seym0n
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    A MCP Server for TikTok videos that allows you to get video subtitles and post details, such as the number of likes, hashtags, and publishing time.
    Last updated -
    3
    1
    56
    JavaScript
    MIT License

  • AgentQL MCP Server

    tinyfish-io
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    license
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    A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
    Last updated -
    1
    243
    86
    JavaScript
    MIT License
    • Apple
    • Linux