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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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5,546 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • e2b-mcp-serverofficial

    e2b-dev
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    Using MCP to run code via e2b.
    Last updated -
    1
    262
    JavaScript
    Apache 2.0
    • Apple

  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    security
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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
    19
    Python
    MIT License
    • Apple

  • 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-run-pythonofficial

    pydantic
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    Model Context Protocol server to run Python code in a sandbox.
    Last updated -
    1,462
    10,014
    Python
    MIT License

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  • Python Docs Server

    AnuragRai017
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    JavaScript
    Apache 2.0
    • Apple

  • Claude Code MCP Enhanced

    grahama1970
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    An enhanced Model Context Protocol (MCP) server that allows running Claude Code in one-shot mode with permissions bypassed automatically, featuring advanced task
    Last updated -
    3
    4
    JavaScript
    MIT License
    • Apple
    • Linux

  • 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
    14
    JavaScript
    MIT License

  • 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 -
    43
    4
    TypeScript

  • Python MCP Server

    hesiod-au
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    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    4
    Python
    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
    4
    JavaScript
    MIT License

  • Cloud Run MCP Serverofficial

    GoogleCloudPlatform
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    security
    A
    license
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    quality
    Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.
    Last updated -
    111
    JavaScript
    Apache 2.0

  • Python MCP Sandbox

    JohanLi233
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    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    13
    Python
    Apache 2.0

  • MCP Server for Agent8

    planetarium
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    security
    F
    license
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    quality
    A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.
    Last updated -
    8
    TypeScript
    • Apple
    • Linux

  • REST-to-Postman MCP

    runninghare
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    security
    F
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    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
    JavaScript

  • Systems MCP

    lethain
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    license
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    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple

  • MCP Server Diff Python

    tatn
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    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    4
    Python
    MIT License
    • Apple

  • 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 -
    3
    Python
    MIT License
    • Linux
    • Apple

  • Formula One MCP Server (Python)

    Machine-To-Machine
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    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    Last updated -
    8
    Python
    MIT License
    • Linux
    • Apple

  • markdown-to-html

    fashionzzZ
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    security
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,839
    3
    TypeScript
    MIT License
    • Apple

  • k8s-interactive-mcp

    TaichiHo
    A
    security
    F
    license
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    quality
    A MCP server that can run Kubernetes commands with a given kubeconfig path and provide interpretation of the commands.
    Last updated -
    1
    2
    JavaScript
    • Apple

  • Xcode MCP Server

    r-huijts
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    Bridges Claude AI with Xcode, enabling AI-powered code assistance, project management, and automated development tasks securely on your local machine.
    Last updated -
    9
    132
    164
    TypeScript
    MIT License
    • Apple

  • Spryker Package Search Tool

    vitaliiivanovspryker
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    license
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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

  • Dev.to MCP Server

    Arindam200
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    An MCP server implementation that allows AI assistants to access, search, and interact with Dev.to content, including fetching articles, retrieving user information, and publishing new content.
    Last updated -
    10
    53
    Python
    MIT License
    • Apple

  • peacock-mcp

    johnpapa
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    MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
    Last updated -
    1
    1,817
    1
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP Server Make

    wrale
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    security
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    license
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    A Model Context Protocol server that enables LLMs to safely execute make targets from a Makefile, allowing AI assistants to run tests, format code, and automate various development tasks through natural language interaction.
    Last updated -
    1
    2
    Python
    MIT License

  • MCP SSE Cloud Run Proxy

    944750720
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    A secure proxy solution for hosting MCP (Model Context Protocol) servers on Google Cloud Run, allowing teams to share access through IAM authentication while bypassing current MCP authentication limitations.
    Last updated -
    TypeScript
    MIT License

  • Azure MCP Server

    kalivaraprasad-gonapa
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    security
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    license
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    quality
    Enables natural language interaction with Azure services through Claude Desktop, supporting resource management, subscription handling, and tenant selection with secure authentication.
    Last updated -
    3
    0
    13
    TypeScript
    MIT License