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Open-Source MCP servers

Production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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3,878 servers. Last updated 2025-04-21 17:01

Matching MCP tools:

Matching MCP servers:

  • 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 months ago
    3
    3
    Python
    MIT License

  • 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 a month ago
    1
    JavaScript
    Apache 2.0
    • 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 17 days ago
    9
    8
    Python
    • Linux
    • Apple

  • Daytona MCP Python Interpreter

    nkkko
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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 a month ago
    1
    8
    Python
    Apache 2.0
    • 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 19 days ago
    1
    7
    Python
    MIT License
    • Apple

  • Python Local MCP Server

    Alec2435
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    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated 5 months ago
    49
    Python
    • Apple

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  • 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 3 months ago
    1
    4
    Python
    MIT License
    • Apple

  • MCP-JIRA-Python Server

    Kallows
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    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated 3 months ago
    2
    Python
    Apache 2.0
    • Apple
    • Linux

  • mcp-pyodide

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

  • 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 months ago
    2
    16
    Python
    MIT License

  • 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 an hour ago
    10
    Python
    MIT License

  • 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 a month ago
    2
    Python
    MIT License

  • MCP Python Tutorial

    jhj0517
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    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 a month ago
    Python
    • Apple
    • Linux

  • Python Apple MCP

    jxnl
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    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 19 days ago
    1
    Python
    • Apple

  • MCP Python Toolbox

    gianlucamazza
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    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 2 months ago
    1
    Python
    • Linux
    • 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 a month ago
    1
    29
    JavaScript
    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 an hour ago
    4
    Python
    Apache 2.0

  • MCP Package Docs Server

    sammcj
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    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 17 days ago
    11
    239
    23
    TypeScript
    MIT License

  • mcp-run-pythonofficial

    pydantic
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    Model Context Protocol server to run Python code in a sandbox.
    Last updated 15 hours ago
    1,462
    8,760
    Python
    MIT License

  • 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 5 days ago
    8
    Python
    MIT License
    • Linux
    • Apple

  • MCP Python Server

    jatindera
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    A Python-based implementation of the Model Context Protocol that enables communication between a model context management server and client through a request-response architecture.
    Last updated 25 days ago
    Python
    • Linux
    • Apple

  • 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 3 months ago
    1
    Python

  • 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 3 days ago
    1
    Python

  • MCP Python SDK

    imax09-wq
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    A Python implementation of the Model Context Protocol that allows applications to provide standardized context for LLMs, enabling creation of servers that expose data and functionality to LLM applications through resources, tools, and prompts.
    Last updated 13 days ago
    Python
    MIT License

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated 17 days ago
    4
    4
    Python
    MIT License
    • Apple

  • 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 4 months ago
    6
    MIT License
    • Apple
    • Linux

  • MCP Filesystem Python

    mtunell
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    A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
    Last updated 4 months ago
    Python
    MIT License
    • Apple
    • Linux

  • 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 4 days ago
    1
    Python
    MIT License

  • MCP Python Demo

    chenchen0611
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    An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.
    Last updated 10 hours ago
    2
    Python

  • 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.
    Last updated 2 months ago
    Python

  • MCP-Python

    rhabraken
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    A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.
    Last updated 2 months ago
    Python

  • e2b-mcp-serverofficial

    e2b-dev
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    Using MCP to run code via e2b.
    Last updated 24 days ago
    1
    171
    JavaScript
    Apache 2.0
    • Apple