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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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5,017 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Python Interpreter

    yzfly
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    quality
    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
    8
    Python
    • Linux
    • Apple

  • Python REPL MCP Server

    hdresearch
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    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

  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    security
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    license
    A
    quality
    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
    15
    Python
    MIT License
    • Apple

  • Python Docs Server

    AnuragRai017
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    security
    A
    license
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    quality
    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

  • 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
    9,617
    Python
    MIT License

  • e2b-mcp-serverofficial

    e2b-dev
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    security
    A
    license
    A
    quality
    Using MCP to run code via e2b.
    Last updated -
    1
    250
    JavaScript
    Apache 2.0
    • Apple

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  • 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

  • Modal MCP Toolbox

    philipp-eisen
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    security
    A
    license
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    quality
    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

  • Tox Testing MCP Server

    that1guy15
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    security
    F
    license
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    quality
    An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
    Last updated -
    1
    4
    JavaScript

  • Isolator MCP Server

    Ompragash
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    security
    A
    license
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    quality
    A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.
    Last updated -
    1
    Go
    Apache 2.0
    • Apple
    • Linux

  • Python Local MCP Server

    Alec2435
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    security
    F
    license
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    quality
    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated -
    49
    Python
    • Apple

  • MCP Server Diff Python

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

  • MCP-JIRA-Python Server

    Kallows
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    security
    A
    license
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    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    2
    Python
    Apache 2.0
    • Apple
    • Linux

  • MCP SSE Cloud Run Proxy

    944750720
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    security
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    license
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    quality
    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

  • mcp-pyodide

    yonaka15
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    security
    A
    license
    A
    quality
    A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).
    Last updated -
    5
    3
    TypeScript
    MIT License

  • MCP Server Python Template

    Cris-0k
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    security
    A
    license
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    quality
    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
    Last updated -
    13
    Python
    MIT License

  • Python MCP Server

    hesiod-au
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    security
    A
    license
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    quality
    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

  • MCP Python Tutorial

    jhj0517
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    security
    F
    license
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    quality
    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
    Last updated -
    Python
    • Apple
    • Linux

  • MCP Python Toolbox

    gianlucamazza
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    security
    F
    license
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    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    Last updated -
    1
    Python
    • Linux
    • Apple

  • Python Apple MCP

    jxnl
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    security
    F
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    quality
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    Last updated -
    5
    Python
    • Apple

  • Systems MCP

    lethain
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    quality
    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

  • Python MCP Sandbox

    JohanLi233
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    security
    A
    license
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    quality
    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 -
    8
    Python
    Apache 2.0

  • MCP Code Executor

    bazinga012
    A
    security
    A
    license
    A
    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
    74
    JavaScript
    MIT License
    • Linux
    • Apple

  • Locust MCP Server

    QAInsights
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    security
    A
    license
    A
    quality
    A server that integrates Locust load testing capabilities with AI-powered development environments, allowing users to run performance tests through natural language commands.
    Last updated -
    1
    1
    Python
    MIT License

  • k8s-interactive-mcp

    TaichiHo
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    security
    F
    license
    A
    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

  • MCP Package Docs Server

    sammcj
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    security
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    license
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    quality
    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
    Last updated -
    11
    76
    60
    TypeScript
    MIT License

  • Shell MCP Server

    hdresearch
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    security
    A
    license
    A
    quality
    A Node.js implementation of the Model Context Protocol that provides secure shell command execution capabilities, allowing AI models like Claude to run shell commands in a controlled environment with built-in security measures.
    Last updated -
    1
    110
    25
    JavaScript
    MIT License
    • Apple

  • Siri Shortcuts MCP Server

    dvcrn
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    security
    F
    license
    A
    quality
    Enables interaction with macOS Siri Shortcuts via the Model Context Protocol, allowing users to list, open, and run shortcuts dynamically with optional inputs.
    Last updated -
    3
    29
    17
    TypeScript
    • Apple

  • Nmap MCP Server

    imjdl
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    security
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    license
    A
    quality
    A Model Control Protocol server that provides access to nmap network scanning functionality, allowing users to run customizable scans, store results, and analyze network security using AI prompts.
    Last updated -
    3
    2
    Python
    MIT License
    • Linux

  • Python Codebase Analysis RAG System

    shervinemp
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    security
    F
    license
    -
    quality
    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
    Last updated -
    1
    Python

  • lighthouse-mcp

    priyankark
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    security
    A
    license
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    quality
    Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
    Last updated -
    2
    50
    10
    JavaScript
    MIT License