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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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5,932 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Claude Code MCP

    auchenberg
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    security
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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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    license
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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 Context Provider MCP

    AB498
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    license
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    quality
    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

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  • WordPress Code Review MCP Server

    miniOrangeDev
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    security
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    license
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    quality
    A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.
    Last updated -
    3
    3
    TypeScript
    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
    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

  • Claude Desktop Commander MCP

    StrawHatAI
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    security
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    license
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    quality
    Allows Claude to execute terminal commands on your computer and perform file system operations including surgical code editing with diff-based replacements.
    Last updated -
    13,570
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP Code Sandbox Server

    chrishayuk
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    security
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    license
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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

  • Code Sandbox MCP

    Automata-Labs-team
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    security
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    license
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    quality
    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    69
    Go
    MIT License
    • Linux
    • Apple

  • 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

  • Persistent-Code MCP Server

    sparshdrolia
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    security
    F
    license
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    quality
    Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.
    Last updated -
    2
    Python
    • Apple

  • Node Code Sandbox MCP

    mozicim
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    security
    F
    license
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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 -
    69
    4
    TypeScript

  • GitLab MCP for Code Review

    mehmetakinn
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    security
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    license
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    quality
    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple

  • MCP Code Indexer

    zxfgds
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    security
    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    Python

  • Code Context MCP Server

    fkesheh
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    security
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    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

  • Claude Kali MCP Commander

    house-of-stark
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    security
    F
    license
    A
    quality
    An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.
    Last updated -
    18
    JavaScript
    • Linux
    • Apple

  • claude-debugs-for-you

    jasonjmcghee
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    security
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    license
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    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    331
    TypeScript
    MIT License
    • Apple

  • RAT MCP Server

    newideas99
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    security
    A
    license
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    quality
    Facilitates two-stage reasoning processes using DeepSeek for detailed analysis and supports multiple response models such as Claude 3.5 Sonnet and OpenRouter, maintaining conversation context and enhancing AI-driven interactions.
    Last updated -
    2
    101
    JavaScript
    MIT License

  • Claude MCP Server Ecosystem

    Coder-RL
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    security
    F
    license
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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-index-mcp

    johnhuang316
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    security
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    quality
    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    Last updated -
    25
    Python
    MIT License
    • Apple
    • Linux

  • GitHub Code Review MCP Server

    milind-kulshrestha
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    security
    F
    license
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    quality
    A Model Context Protocol server that provides read-only access to GitHub repositories, enabling AI assistants to perform code reviews without write permissions.
    Last updated -
    Python

  • 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

  • Zig MCP Server

    openSVM
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    security
    A
    license
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    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

  • Vibe Coder MCP

    freshtechbro
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    security
    F
    license
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    quality
    An MCP server that supercharges AI assistants with powerful tools for software development, enabling research, planning, code generation, and project scaffolding through natural language interaction.
    Last updated -
    11
    38
    TypeScript
    • Linux
    • Apple

  • Code Review MCP Server

    crazyrabbitLTC
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    security
    F
    license
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    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    Last updated -
    2
    JavaScript

  • Cursor Claude Think MCP

    DJBuildIt
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    security
    A
    license
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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 Think MCP

    DJBuildIt
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    security
    A
    license
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    quality
    Enables Claude's explicit thinking mode in Cursor, allowing you to see Claude's step-by-step reasoning process when you type 'think \[your question]'.
    Last updated -
    JavaScript
    MIT License
    • Linux
    • Apple