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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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11,817 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Python Code Runner

    shibing624
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    Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.
    Last updated -
    8
    Apache 2.0

  • Up Bank MCP Server

    edkranz
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    An MCP wrapper for Up Bank's API that allows Claude and other MCP-enabled clients to manage accounts, transactions, categories, tags, and webhooks from Up Bank.
    Last updated -
    2
    MIT License

  • mcp-minecraft

    arjunkmrm
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    Allows AI models to observe and interact with the Minecraft world through a bot.
    Last updated -
    8
    90
    MIT License
    • Apple
    • Linux

  • MCP Servers with Pyppeteer

    devalexandre
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    A tool that enables automated browser control using Pyppeteer within the MCP framework, allowing navigation, screenshot capture, and element interaction with websites.
    Last updated -
    Apache 2.0

  • 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

  • Python MCP Server Examples

    cyanmage
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    A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.
    Last updated -
    MIT No Attribution

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  • mcp-minecraft

    yuniko-software
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    A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
    Last updated -
    16
    3
    382
    Apache 2.0
    • Apple

  • Minecraft MCP Bot

    kilgorjn
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    Enables AI assistants to control a Minecraft bot through natural language commands using the Mineflayer library. Provides intelligent pathfinding, chat communication, entity detection, and generic access to Minecraft bot capabilities.
    Last updated -

  • Visual Crossing Weather MCP

    peterjohnbeck
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    An MCP server that enables retrieval of historical weather data (temperature, precipitation, conditions, etc.) from Visual Crossing for specified locations and dates.
    Last updated -
    1
    GPL 3.0

  • Minecraft Wiki MCP

    L3-N0X
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    Searches and queries the official minecraft wiki to answer any minecraft-related question with precision!
    Last updated -
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    6

  • Minecraft MCP Server

    leo4life2
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    A client library that connects AI agents to Minecraft servers, providing full game control with 30 verified skills for common tasks including movement, combat, crafting, and building.
    Last updated -
    32
    3
    MIT License

  • MCP Minecraft Remote

    nacal
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    Allows AI assistants to connect to and control Minecraft players on remote servers, enabling navigation, building, mining, inventory management, entity interaction, and chat communication through natural language commands.
    Last updated -
    27
    26
    11
    MIT License
    • Apple
    • Linux

  • Up Banking MCP Server

    alex1092
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    Enables integration with Up Banking API to query account balances, transaction history, and spending categories. Supports filtering transactions by date, category, tags, and account type for comprehensive banking insights.
    Last updated -
    7
    3
    MIT License
    • Apple

  • Sharingan Visual Prowess MCP

    SamuraiBuddha
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    A neuromorphic visual processing system that combines visual memory storage with creative generation capabilities, using a 7-database architecture to simulate brain regions for comprehensive sensory-cognitive AI processing.
    Last updated -

  • MCPDemo - Visual SQL Chat Platform

    Ayi456
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    An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.
    Last updated -
    0

  • MCP Servers

    fist-maestro
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    A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.
    Last updated -
    2
    72

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -

  • MCP Flux Studio

    jmanhype
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    A server that integrates Flux's advanced image generation and manipulation features into AI coding assistants, enabling seamless text-to-image and image control workflows in IDEs like Cursor and Windsurf.
    Last updated -
    4
    21
    MIT License

  • Minecraft Bedrock MCP Server

    Mming-Lab
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    A TypeScript-based server that enables AI-powered control of Minecraft Bedrock Edition through 15 powerful tools for player movement, agent operations, world manipulation, and building complex structures.
    Last updated -
    21
    7
    GPL 3.0
    • Apple
    • Linux

  • Minecraft Bedrock Education MCP

    Mming-Lab
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    Enables controlling Minecraft Bedrock and Education Edition through natural language commands via WebSocket connection. Provides tools for player actions, world manipulation, building structures, camera control, and wiki integration for automated gameplay and educational scenarios.
    Last updated -
    7
    GPL 3.0

  • With-MCP

    janwilmake
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    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    9
    34
    MIT License

  • Roblox Studio MCP Assistant

    Alexpoopy1
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    Enables AI assistants to interact with Roblox Studio in real-time, allowing creation and manipulation of game objects through natural language commands via an HTTP-based plugin system.
    Last updated -
    1
    Apache 2.0

  • Claude MCP Servers

    drapon
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    A toolkit for managing Claude desktop app extension configurations, enabling features like Brave search, file operations, Git/GitHub integration, shell access, web scraping, HTTP requests, AWS documentation search, and Obsidian note management.
    Last updated -
    1
    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 -
    6
    MIT License

  • 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
    30
    MIT License

  • 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 -
    55
    • 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 -
    200
    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
    78
    • Linux
    • 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 -
    5
    • Linux
    • Apple