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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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5,984 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Claude Code MCP

    auchenberg
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    quality
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated -
    8
    86
    JavaScript
    MIT License

  • MCP Code Executor

    bazinga012
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    security
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    license
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    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    1
    101
    JavaScript
    MIT License
    • Linux
    • Apple

  • Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP

    niko91i
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    security
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    quality
    A Model Context Protocol server that combines DeepSeek R1's reasoning capabilities with Claude 3.5 Sonnet's response generation, enabling two-stage AI processing where DeepSeek's structured reasoning enhances Claude's final outputs.
    Last updated -
    2
    JavaScript
    MIT License

  • Code Research MCP Server

    nahmanmate
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    security
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    license
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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
    25
    JavaScript
    AGPL 3.0
    • Apple

  • MCP Code Analyzer

    emiryasar
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    security
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    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    29
    Python
    MIT License

  • MCP Code Sandbox Server

    chrishayuk
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    security
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    quality
    An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.
    Last updated -
    1
    Python

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  • Code Summarizer MCP

    nicobailon
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    security
    F
    license
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    quality
    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    Last updated -
    TypeScript
    • Linux
    • Apple

  • Node Code Sandbox MCP

    mozicim
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    security
    F
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    quality
    A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.
    Last updated -
    82
    4
    TypeScript

  • Code Context MCP Server

    fkesheh
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    security
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    quality
    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    TypeScript
    MIT License
    • Apple

  • Claude MCP Server Ecosystem

    Coder-RL
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    security
    F
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    quality
    A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.
    Last updated -
    TypeScript

  • Code Knowledge MCP Server

    davidvc
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    security
    F
    license
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    quality
    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    Last updated -
    9
    Python
    • Apple

  • 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 -
    2
    TypeScript
    Apache 2.0

  • Cursor Claude Think MCP

    DJBuildIt
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    security
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    quality
    Enables Claude's explicit thinking mode in Cursor, allowing users to see Claude's step-by-step reasoning process when prefacing queries with 'think'.
    Last updated -
    1
    JavaScript
    MIT License
    • Linux
    • Apple

  • Claude Memory MCP Server

    WhenMoon-afk
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    security
    A
    license
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    quality
    An MCP server that provides persistent memory capabilities for Claude, offering tiered memory architecture with semantic search, memory consolidation, and integration with the Claude desktop application.
    Last updated -
    5
    Python
    MIT License

  • Node.js Debugger MCP Server

    qckfx
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    security
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    license
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    quality
    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

  • Claude MCP Data Explorer

    tofunori
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    security
    A
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    quality
    A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
    Last updated -
    Python
    MIT License

  • Isolator MCP Server

    Ompragash
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    security
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    license
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    quality
    A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.
    Last updated -
    1
    1
    Go
    Apache 2.0
    • Apple
    • Linux

  • Claude Canvas MCP

    johnnyrobot
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    security
    F
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    quality
    A Model Context Protocol server that enables Claude to interact with Canvas LMS, providing tools for managing courses, announcements, assignments, students, and more through the Canvas API.
    Last updated -
    TypeScript
    • Apple

  • DeepSeek MCP Server

    moyu6027
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    security
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    A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • Roo Code Memory Bank MCP Server

    IncomeStreamSurfer
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    security
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    license
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    quality
    Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.
    Last updated -
    4
    10
    JavaScript
    Apache 2.0
    • Linux
    • Apple

  • Daytona MCP Python Interpreter

    nibzard
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    security
    A
    license
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    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    Last updated -
    1
    14
    Python
    Apache 2.0
    • Apple

  • Postman Tool Generation MCP Server

    giovannicocco
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    security
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    license
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    quality
    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    Last updated -
    1
    7
    JavaScript
    MIT License

  • Mentor MCP Server

    cyanheads
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    security
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    license
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    quality
    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
    Last updated -
    5
    15
    TypeScript
    Apache 2.0

  • mcp-server-tree-sitter

    wrale
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    security
    A
    license
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    quality
    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

  • SQL MCP Server for Claude Desktop

    meanands
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    security
    F
    license
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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

  • Claude-GAS-Bridge

    KaishuShito
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    security
    F
    license
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    quality
    A bridge server that connects MCP clients (like Claude Desktop) to Google Apps Script, allowing execution of GAS scripts through natural language interfaces.
    Last updated -
    1
    1
    JavaScript

  • Spotify-Claude MCP Server

    DivyamAgg24
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    security
    F
    license
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    quality
    A tool that connects to the Spotify API and enables Claude to access artist information for enhanced music discovery through natural language queries.
    Last updated -
    TypeScript

  • OpenAI and Claude MCP

    Spysailor
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    security
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    license
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    quality
    A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.
    Last updated -

  • X Tools for Claude MCP

    0xGval
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    security
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    quality
    A lightweight toolkit that enables Claude to search Twitter with natural language queries and display results based on user intent, supporting features like tweet filtering, pagination, and flexible output formatting.
    Last updated -
    1
    JavaScript

  • Chain of Draft (CoD) MCP Server

    stat-guy
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    security
    F
    license
    A
    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    2
    Python
    • Apple