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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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11,456 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Bitbucket Python

    Kallows
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    A Python implementation of an MCP server that enables secure, local Bitbucket integration for AI applications, providing tools for repository management, branch creation, file operations, issue tracking, and pull request creation.
    Last updated -
    10
    5
    • Apple
    • Linux

  • Python REPL MCP Server

    hdresearch
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    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
    28
    MIT License

  • 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
    74
    • Linux
    • Apple

  • MCP Python Interpreter

    PortPro-Technologies-Inc
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    A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.
    Last updated -
    9

  • 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
    Apache 2.0
    • 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
    7
    MIT License
    • Apple

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  • Python MCP Server

    Yoshua-Carrera
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    A demonstration MCP server built with fastmcp that provides basic utility tools including number addition and greeting functionality. Integrates with Gemini CLI to enable natural language interaction with simple mathematical and greeting operations.
    Last updated -
    2

  • Todoist Python MCP Server

    Johnxjp
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    A Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.
    Last updated -
    6
    2
    MIT License

  • Python Code Review MCP Agent

    JJJHoons
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    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated -
    5

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    7
    MIT License
    • 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
    35
    MIT License
    • Apple

  • tavily-mcp-python

    MertAtesmen
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    Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.
    Last updated -
    4
    1
    • Linux
    • Apple

  • Python MCP Server Template

    nictuku
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    A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.
    Last updated -
    3
    5
    MIT License
    • Apple
    • Linux

  • 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
    1
    MIT License
    • Linux
    • Apple

  • Shopify Python MCP Server

    kishimoto-banana
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    MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.
    Last updated -
    5
    2
    MIT License
    • Apple

  • MCP Run Pythonofficial

    pydantic
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    Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
    Last updated -
    69
    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
    13,276
    MIT License

  • Kestra Python MCP Serverofficial

    kestra-io
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    A Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.
    Last updated -
    14
    Apache 2.0
    • Apple
    • Linux

  • MCP Filesystem Python

    punkpeye
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    This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.
    Last updated -
    21
    MIT License
    • Apple
    • Linux

  • Xiaohongshu MCP Python

    luyike221
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    Enables automated content publishing and management on Xiaohongshu (Little Red Book) platform, supporting image/video posts, content search, user profiles, and interactions through the Model Context Protocol.
    Last updated -
    5
    • Linux
    • Apple

  • Daytona MCP Python Interpreter

    nibzard
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    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 -
    16
    Apache 2.0
    • Apple

  • Python Server MCP

    stevearagonsite
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    A cryptocurrency price service that provides real-time crypto pricing information through an MCP (Model Context Protocol) framework with CoinMarketCap API integration.
    Last updated -
    GPL 3.0
    • Linux
    • Apple

  • MCP Server Python Template

    Cris-0k
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    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
    MIT License

  • 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 -
    30
    Apache 2.0

  • Vercel MCP Python Server

    amitpuri
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    A serverless MCP server deployed on Vercel that provides basic utility tools including echo, time retrieval, arithmetic operations, and mock weather information. Includes an interactive client application for testing and demonstration purposes.
    Last updated -
    MIT License
    • Apple
    • Linux

  • Python MCP Server Template

    HappyPathway
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    A standardized foundation for building Model Context Protocol servers that integrate with VS Code, using Python with stdio transport for seamless AI tool integration.
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  • Python Dependency Manager Companion

    KemingHe
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    Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.
    Last updated -
    41
    MIT License

  • Python Jira MCP Server

    Chase-Bullock
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    A server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details.
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  • Python MCP Server Template

    Raido-Star
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    A foundational template for building MCP servers in Python using Streamable HTTP transport. Provides example implementations of tools, resources, and prompts to help developers create custom MCP integrations for AI assistants.
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  • Python MySQL MCP

    hoonzinope
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    A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.
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  • Python Codebase Analysis RAG System

    shervinemp
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    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 -
    5

  • PRIMS – Python Runtime Interpreter MCP Server

    hileamlakB
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    Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.
    Last updated -
    18
    MIT License