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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:

  • Jinni: Bring Your Project Into Context

    smat-dev
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    Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wi
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    264
    Python
    Apache 2.0
    • Linux
    • Apple

  • Gemini MCP Tool

    jamubc
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    A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
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    JavaScript
    MIT License
    • Apple
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  • JSON Query MCP

    mgraczyk
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    A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.
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    TypeScript

  • MCP Server for Agent8

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    A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.
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    TypeScript
    • Apple
    • Linux

  • File Context MCP

    compiledwithproblems
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    This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
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    TypeScript

  • llm-context

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    Share code context with LLMs via MCP or clipboard
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    Apache 2.0
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  • MCP-summarization-functions

    Braffolk
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    Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
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    TypeScript
    MIT License

  • Context Continuation MCP Server

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    Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.
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    TypeScript
    Apache 2.0
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  • MCP Sage

    jalehman
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    An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.
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    JavaScript

  • Code Context Provider MCP

    AB498
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    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
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    JavaScript
    MIT License
    • Linux
    • Apple

  • code-index-mcp

    johnhuang316
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    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
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    93
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    MIT License
    • Apple
    • Linux

  • MCP Server for FTP Access

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    Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.
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    5
    JavaScript
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  • Hunter.io MCP Server

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    An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.
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    JavaScript

  • tl;dv MCP for Zoom, Google Meet and MS Teamsofficial

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    lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.
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    TypeScript

  • Perplexity AI MCP Server

    mkusaka
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    An MCP server integrating Perplexity AI's API to offer advanced search capabilities with support for multiple models and result configuration.
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    1
    JavaScript
    MIT License

  • MCP Server Template for Cursor IDE

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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
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    2
    Python
    MIT License
    • Apple
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  • MCP Private GitHub Search

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    A Model Context Protocol server that provides tools for searching private GitHub repositories, enabling access to repository files, commit history, and issues with automatic handling of rate limiting and error handling.
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    TypeScript
    MIT License

  • Vertex AI MCP Server

    shariqriazz
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    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
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    MIT License
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  • Figma MCP Server

    GLips
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    Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation.
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    MIT License
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    • Apple

  • Systems MCP

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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.
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    1
    Python
    MIT License
    • Apple

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
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    Python

  • Multi-Model Advisor

    YuChenSSR
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    An MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.
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    17
    TypeScript
    MIT License
    • Apple

  • A Share MCP

    24mlight
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    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
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    178
    Python
    MIT License

  • You Need A Budget (YNAB) MCP

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    An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.
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    MIT License
    • Apple
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  • Square Model Context Protocol Serverofficial

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    Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.
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    Apache 2.0

  • MCP Server for Google Cloud Healthcare API

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    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
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    3
    JavaScript
    MIT License
    • Apple

  • Deskaid

    ezyang
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    An MCP server that provides tools for reading, writing, and editing files on the local filesystem.
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    1,387
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    Apache 2.0
    • 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.
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    TypeScript
    MIT License
    • Apple
    • Linux

  • uniswap-pools-mcp

    kukapay
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    An MCP server for querying Uniswap pools/pairs by token address, delivering clean, structured results for easy integration and analysis.
    Last updated -
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    MIT License

  • GitHub Repository MCP Server

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    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
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    2
    JavaScript
    MIT License
    • Linux
    • Apple