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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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5,225 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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

  • Claude Code MCP

    auchenberg
    A
    security
    A
    license
    A
    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

  • Code Research MCP Server

    nahmanmate
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    security
    A
    license
    A
    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 Docs RAG Server

    kazuph
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    security
    F
    license
    -
    quality
    A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux

  • Code Analysis MCP Server

    saiprashanths
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    security
    F
    license
    A
    quality
    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

  • Zig MCP Server

    openSVM
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    security
    A
    license
    A
    quality
    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
    8
    JavaScript
    MIT License

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  • Node Code Sandbox MCP

    mozicim
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    security
    F
    license
    -
    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 -
    18
    3
    TypeScript

  • Code Context MCP Server

    fkesheh
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    security
    A
    license
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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

  • MCP Code Analyzer

    emiryasar
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    security
    A
    license
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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 Windows Website Downloader Server

    angrysky56
    A
    security
    A
    license
    A
    quality
    This server enables users to download entire websites and their assets for offline access, supporting configurable depth and concurrency settings.
    Last updated -
    1
    4
    Python
    MIT License

  • MCP Code Sandbox Server

    chrishayuk
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    security
    -
    license
    -
    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

  • 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.js Sandbox MCP Server

    alfonsograziano
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    security
    F
    license
    -
    quality
    Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.
    Last updated -
    18
    44
    TypeScript
    • Apple
    • Linux

  • Roo Code Memory Bank MCP Server

    IncomeStreamSurfer
    A
    security
    A
    license
    A
    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

  • Node.js Sandbox MCP Server

    ssdeanx
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    security
    F
    license
    -
    quality
    Enables running arbitrary JavaScript code in isolated Docker containers with on-demand npm dependency installation, allowing for ephemeral script execution and long-running services with controlled resource limits.
    Last updated -
    18
    1
    TypeScript

  • Daytona MCP Python Interpreter

    nkkko
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    security
    A
    license
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    quality
    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
    8
    Python
    Apache 2.0
    • Apple

  • Coder Toolbox MCP Server

    lamemind
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    security
    F
    license
    -
    quality
    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
    Last updated -
    2
    TypeScript

  • PDF RAG MCP Server

    hyson666
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    security
    F
    license
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    quality
    A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.
    Last updated -
    2
    Python
    • Linux
    • Apple

  • Python REPL MCP Server

    hdresearch
    A
    security
    A
    license
    A
    quality
    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    3
    Python
    MIT License

  • Mentor MCP Server

    cyanheads
    A
    security
    A
    license
    A
    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

  • Chain of Draft (CoD) MCP Server

    stat-guy
    A
    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

  • Scrapybara MCP

    Scrapybara
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI clients to interact with virtual Ubuntu desktops, allowing them to browse the web, run code, and control instances through mouse/keyboard actions and bash commands.
    Last updated -
    5
    9
    JavaScript
    MIT License

  • mcp-run-pythonofficial

    pydantic
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    security
    A
    license
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    quality
    Model Context Protocol server to run Python code in a sandbox.
    Last updated -
    1,462
    9,842
    Python
    MIT License

  • mcp-server-tree-sitter

    wrale
    A
    security
    A
    license
    A
    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

  • LlamaCloud MCP Server

    run-llama
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    security
    A
    license
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    quality
    A local MCP server that integrates with Claude Desktop, enabling RAG capabilities to provide Claude with up-to-date private information from custom LlamaCloud indices.
    Last updated -
    42
    Python
    MIT License

  • Shared Knowledge MCP Server

    j5ik2o
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    security
    F
    license
    -
    quality
    This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to share a common knowledge base through Retrieval Augmented Generation (RAG), providing consistent information access across multiple tools.
    Last updated -
    1
    TypeScript
    • Apple

  • MCP Inception MCP Server

    tanevanwifferen
    A
    security
    A
    license
    A
    quality
    A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for enhanced multi-agent interactions.
    Last updated -
    3
    14
    JavaScript
    MIT License
    • Apple

  • MAGI MCP Server

    Miki-Hoshizaki
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    security
    F
    license
    -
    quality
    A server that implements the Model Context Protocol (MCP) for orchestrating code reviews using a multi-agent system with Melchior, Balthasar, and Casper agents.
    Last updated -
    Python

  • OpenAPI to Model Context Protocol (MCP)

    gujord
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    security
    A
    license
    -
    quality
    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 -
    29
    Python
    MIT License
    • Linux
    • Apple

  • Autodocument MCP Server

    PARS-DOE
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    security
    -
    license
    -
    quality
    An MCP server that automatically generates documentation, test plans, and code reviews for code repositories by analyzing directory structures and code files using AI models via OpenRouter API.
    Last updated -
    3
    TypeScript
    Creative Commons Zero v1.0 Universal

  • IAC Memory MCP Server

    AgentWong
    A
    security
    A
    license
    A
    quality
    A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes with a custom URI scheme and simple resource handling.
    Last updated -
    23
    1
    Python
    MIT License
    • Apple