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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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9,417 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • AWS Resources MCP Server

    baryhuang
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    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated -
    1
    20
    MIT License
    • 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
    0
    6
    MIT License

  • Learning Path Generator MCP

    GladwinTM
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    security
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    Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.
    Last updated -

  • MCP Learning Project

    vishutorvi
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    security
    F
    license
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    quality
    A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.
    Last updated -

  • MCP Self-Learning Server

    saralegui-solutions
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    Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.
    Last updated -
    8
    1

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  • GitLab MCP for Code Review

    mehmetakinn
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    security
    A
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    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 -
    31
    MIT License
    • Linux
    • Apple

  • React Learning MCP Server

    kenta-ja8
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    security
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    license
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    quality
    A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.
    Last updated -

  • REST-to-Postman MCP

    runninghare
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    security
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    license
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    quality
    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
    0

  • Smart Code Reviewer

    renjismzy
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    security
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    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated -
    5
    MIT License

  • markdown-to-html

    fashionzzZ
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple

  • MCP Code Executor

    bazinga012
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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    188
    MIT License
    • Linux
    • Apple

  • Code Summarizer MCP

    nicobailon
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    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 -
    2
    • Linux
    • Apple

  • Multi-AI MCP Server for Claude Code

    RaiAnsar
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    security
    A
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    quality
    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 -
    109
    MIT License

  • Code Sandbox MCP

    Automata-Labs-team
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    security
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    quality
    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    266
    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 -
    23

  • claude-code-mcp

    KunihiroS
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    license
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    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated -
    7
    106
    30
    MIT License
    • Linux

  • MCP Code Editor

    alejoair
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    A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.
    Last updated -
    MIT License
    • Apple
    • Linux

  • MCP Code Analyzer

    emiryasar
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    security
    A
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    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 -
    39
    MIT License

  • Code Merge MCP

    yy1588133
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    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated -
    3
    22
    MIT License

  • 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
    1
    7
    MIT License

  • Claude Code MCP

    auchenberg
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    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
    173
    MIT License

  • Code Explainer MCP

    BillDuke13
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    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 -
    6
    Apache 2.0

  • MCP Claude Code

    SDGLBL
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    An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.
    Last updated -
    15
    265
    MIT License
    • Apple
    • Linux

  • 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 -
    12
    356
    MIT License
    • Apple
    • Linux

  • Dev.to MCP Server

    nickytonline
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    security
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    Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
    Last updated -
    30

  • OpenAPI to MCP Server

    TykTechnologies
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    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple

  • Code Review MCP

    shadabbi
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    Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.
    Last updated -
    9
    736
    1
    MIT License
    • Apple

  • Code Research MCP Server

    nahmanmate
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    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
    39
    AGPL 3.0
    • Apple

  • Talk to Figma MCP

    pipethedev
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    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple

  • Feather Code MCP Server

    neovasky
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    security
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    A GitHub integration for Claude Desktop that provides access to GitHub features directly from Claude, offering 15 powerful tools for repository management, issues, pull requests, and code operations.
    Last updated -
    1
    MIT License
    • Linux
    • Apple

  • Claude Code MCP Server

    steipete
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    A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.
    Last updated -
    1
    137
    819
    MIT License
    • Linux
    • Apple