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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:

  • 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.
    Last updated -
    1
    163
    4
    JavaScript
    MIT License
    • Linux
    • Apple

  • CTX: Context as Code (CaC) tool

    context-hub
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    CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.
    Last updated -
    132
    MIT License
    • Apple
    • Linux

  • 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.
    Last updated -
    28
    178
    Python
    MIT License

  • 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
    Last updated -
    2
    264
    Python
    Apache 2.0
    • Linux
    • Apple

  • Code Analysis MCP Server

    saiprashanths
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    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    7
    Python
    • Apple

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  • llm-context

    cyberchitta
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    Share code context with LLMs via MCP or clipboard
    Last updated -
    3
    223
    Python
    Apache 2.0
    • Apple
    • Linux

  • GitHub Repository MCP Server

    shanksxz
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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.
    Last updated -
    3
    2
    JavaScript
    MIT License
    • Linux
    • Apple

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

    tldv-public
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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.
    Last updated -
    TypeScript

  • Talk to Figma MCP

    sonnylazuardi
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    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
    Last updated -
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    6,153
    4,731
    JavaScript
    MIT License
    • Apple
    • Linux

  • MCP Server for Agent8

    planetarium
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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.
    Last updated -
    8
    TypeScript
    • Apple
    • Linux

  • Learning Hour MCP

    SDiamante13
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    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
    35
    5
    TypeScript
    MIT License

  • Cursor Talk To Figma MCP

    toiletmadarchut
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    Enables users to control the cursor in Figma through verbal commands using an agentic AI agent, streamlining the design process with a new interaction method.
    Last updated -
    19
    6,153
    1
    JavaScript

  • mcp-git-ingest

    adhikasp
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    Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".
    Last updated -
    2
    60
    Python
    MIT License

  • 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
    Last updated -
    11
    92
    Python
    MIT License
    • Apple
    • Linux

  • Consult LLM MCP

    raine
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    An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 Pro, DeepSeek Reasoner) when you need deeper analysis on complex problems.
    Last updated -
    1
    267
    9
    TypeScript

  • Canvas MCP Server V2.0

    DMontgomery40
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    A Model Context Protocol server that enables interaction with the Canvas Learning Management System API, allowing users to manage courses, assignments, enrollments, and grades within Canvas.
    Last updated -
    54
    111
    26
    JavaScript

  • markdown-to-html

    fashionzzZ
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,839
    3
    TypeScript
    MIT License
    • Apple

  • MCP Server Template

    stevennevins
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    A template for creating Model Context Protocol (MCP) servers in TypeScript, offering features like container-based dependency injection, a service-based architecture, and integration with the LLM CLI for architectural design feedback through natural language.
    Last updated -
    1
    5
    TypeScript

  • mcp-llm

    sammcj
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    An MCP server that provides LLMs access to other LLMs
    Last updated -
    4
    14
    12
    JavaScript
    MIT License

  • @jpisnice/shadcn-ui-mcp-server

    Jpisnice
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    A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation
    Last updated -
    7
    148
    47
    TypeScript
    MIT License

  • 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.
    Last updated -
    Python

  • Higress AI-Search MCP Server

    cr7258
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    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated -
    1
    5
    Python
    Apache 2.0

  • REST-to-Postman MCP

    runninghare
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    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    JavaScript

  • 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

  • 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.
    Last updated -
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    37
    67
    TypeScript
    MIT License
    • Linux
    • Apple

  • Node.js Debugger MCP Server

    qckfx
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    Provides Node.js debugging capabilities with process management for AI agents, allowing them to start/stop Node.js processes, set breakpoints, step through code, and evaluate expressions.
    Last updated -
    8
    5
    JavaScript
    MIT License

  • OpenAPI to Model Context Protocol (MCP)

    gujord
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    A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
    Last updated -
    43
    Python
    MIT License
    • Linux
    • Apple

  • IP Geolocation MCP Server

    briandconnelly
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    A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
    Last updated -
    1
    24
    Python
    MIT License

  • Multi-AI MCP Server for Claude Code

    RaiAnsar
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    Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.
    Last updated -
    7
    Python
    MIT License

  • 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