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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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6,032 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Deep Code Reasoning MCP Server

    haasonsaas
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    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    Last updated -
    10
    37
    TypeScript
    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 -
    25
    Python
    MIT License
    • Apple
    • Linux

  • GitHub Code Review MCP Server

    milind-kulshrestha
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    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

  • GitLab MCP for Code Review

    mehmetakinn
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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 -
    3
    Python
    MIT License
    • Linux
    • Apple

  • e2b-mcp-serverofficial

    e2b-dev
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    Using MCP to run code via e2b.
    Last updated -
    1
    271
    JavaScript
    Apache 2.0
    • Apple

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  • Node.js Sandbox MCP Server

    alfonsograziano
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    security
    F
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    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 -
    82
    68
    TypeScript
    • Apple
    • Linux

  • mcp-neurolora

    aindreyway
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    Provides tools for collecting and documenting code from directories.
    Last updated -
    4
    81
    12
    TypeScript
    MIT License
    • Apple
    • Linux

  • Metal MCP Server

    aldrin-labs
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    Enables interaction with the Metal Framework by providing documentation search and code generation capabilities using natural language queries.
    Last updated -
    2
    2
    TypeScript

  • Modal MCP Toolbox

    philipp-eisen
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    Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
    Last updated -
    2
    16
    Python
    MIT License

  • MCP Geometry Server

    Luorivergoddess
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    An MCP server that enables AI models to generate precise geometric images by providing Asymptote code, supporting both SVG and PNG output formats.
    Last updated -
    1
    5
    JavaScript
    • Linux
    • Apple

  • Xcode Index MCP

    block
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    Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.
    Last updated -
    2
    Apache 2.0
    • Apple

  • Spryker Package Search Tool

    vitaliiivanovspryker
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    An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.
    Last updated -
    3
    1
    JavaScript
    MIT License

  • Dify MCP Server

    AI-FE
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    Integrates Dify AI API to provide code generation for Ant Design components, supporting both text and image inputs with stream processing capabilities.
    Last updated -
    1
    22
    JavaScript

  • AiDD MCP Server

    skydeckai
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    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    Last updated -
    29
    62
    Python
    Apache 2.0
    • Apple
    • Linux

  • BluestoneApps MCP Remote Server

    lallen30
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    Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples.
    Last updated -
    10
    1
    TypeScript
    • Apple

  • Semgrep MCP Serverofficial

    semgrep
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    quality
    An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
    Last updated -
    6
    192
    Python
    MIT License
    • Linux
    • Apple

  • MCP Python Interpreter

    yzfly
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    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
    9
    42
    Python
    • Linux
    • Apple

  • Playwright MCP Server

    BhanuTJ93
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.
    Last updated -
    31
    10,911
    TypeScript
    MIT License
    • Linux
    • Apple

  • @chargebee/mcpofficial

    chargebee
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    MCP Server that connects AI agents to Chargebee Platform.
    Last updated -
    2
    726
    8
    TypeScript
    MIT License
    • Linux
    • Apple

  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    21
    Python
    MIT License
    • Apple

  • 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

  • MCP-researcher Server

    DaInfernalCoder
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    This TypeScript-based server implements a simple notes system using MCP concepts, enabling users to create, list, and summarize text notes through natural language prompts.
    Last updated -
    5
    198
    193
    JavaScript
    MIT License
    • Apple

  • mcp-installer

    anaisbetts
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    A
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    This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively.
    Last updated -
    2
    4,321
    624
    JavaScript
    MIT License
    • Apple

  • language-server-mcp

    alexwohletz
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    TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
    Last updated -
    3
    13
    MIT License
    • Apple

  • mcp-codex-keeper

    aindreyway
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    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    Last updated -
    4
    87
    52
    TypeScript
    MIT License

  • Node.js MCP Weather Server

    Azure-Samples
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    security
    F
    license
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    An MCP server that provides weather information like forecasts and alerts for US locations using the National Weather Service API.
    Last updated -
    1
    JavaScript

  • Gemini Thinking Server

    bartekke8it56w2
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    An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation.
    Last updated -
    1
    14
    JavaScript

  • MCP Kakao Local

    yunkee-lee
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    Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.
    Last updated -
    4
    Python
    MIT License

  • MCP Server Template for Cursor IDE

    jankowtf
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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    Last updated -
    11
    2
    Python
    MIT License
    • Apple
    • Linux

  • RAPID MCP Server

    otdavies
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    security
    F
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    A local server that provides powerful code analysis and search capabilities for software projects, helping AI assistants and development tools understand codebases for tasks like code generation and refactoring.
    Last updated -
    Python
    • Apple
    • Linux