"Setting up Minecraft (MCP) servers with Python and Visual Studio Code" matching MCP servers:

• Studio MCP

  studio-mcp

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  Studio MCP transforms any CLI command into an AI tool by using a simple template syntax to define input schemas and arguments. It enables AI agents like Claude and Cursor to execute local scripts and system commands through a dynamically generated Model Context Protocol server.

  Last updated 2026-02-22

  11

  12

  MIT

• Python Code Runner

  shibing624

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  security

  A

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  quality

  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 2025-10-09

  8

  Apache 2.0

• Up Bank MCP Server

  edkranz

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  security

  A

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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 2025-04-15

  3

  MIT

• MCP Servers with Pyppeteer

  devalexandre

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  security

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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 2025-03-10

  Apache 2.0

• Python MCP Server Examples

  cyanmage

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  security

  A

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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 2025-07-24

  MIT No Attribution

• mcp-minecraft

  arjunkmrm

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  Allows AI models to observe and interact with the Minecraft world through a bot.

  Last updated 2025-03-19

  10

  98

  MIT

• 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 2025-11-10

  7

  10

  MIT

• mcp-minecraft

  yuniko-software

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  security

  A

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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 2026-04-04

  2

  17

  22

  536

  Apache 2.0

• Minecraft Dedalus MCP

  Kevin-Liu-01

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  security

  F

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  Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

  Last updated 2026-03-15

  5

• 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 2025-07-05

• Minecraft MCP Server

  FundamentalLabs

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  Enables AI agents to control Minecraft bots through over 30 verified skills including navigation, resource gathering, and advanced building. It allows for multi-bot management and seamless integration with MCP clients to automate complex in-game tasks.

  Last updated 2025-06-18

  71

  MIT

• Minecraft MCP Server

  leo4life2

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  security

  A

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  quality

  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 2025-06-15

  32

  4

  MIT

• Minecraft Wiki MCP

  L3-N0X

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  security

  F

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  quality

  Searches and queries the official minecraft wiki to answer any minecraft-related question with precision!

  Last updated 2025-09-14

  9

  10

• Minecraft Ops MCP

  damocjwj

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  security

  A

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  B

  quality

  An MCP server for managing and operating Minecraft servers through multiple backend protocols including MCSManager API, RCON, and MSMP. It provides tools for instance lifecycle management, file operations, console commands, player administration, and server configuration with built-in security controls.

  Last updated 2026-04-15

  71

  2

  MIT

• MCP Minecraft Remote

  nacal

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  security

  A

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  quality

  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 2026-01-12

  27

  12

  13

  MIT

• Roblox Studio MCP Server

  code-and-relax

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  security

  A

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  quality

  Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses and improved support for script editing and attribute management.

  Last updated 2026-02-11

  MIT

• MCPDemo - Visual SQL Chat

  Ayi456

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  security

  F

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  quality

  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 2025-11-15

  1

• Minecraft Server MCP

  tamo2918

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  security

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  quality

  Provides comprehensive administrator-level control for Minecraft Java Edition servers, allowing AI to manage world generation, server configuration, and player moderation. It enables remote execution of RCON commands, NBT data parsing, and automated backup management through the Model Context Protocol.

  Last updated 2026-03-26

  40

  MIT

• brain-mcp-icon-visual

  n0isy

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  security

  F

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  quality

  Visual icon search, retrieval, and comparison for AI agents. Search 200k+ icons semantically, render side-by-side comparison grids, and retrieve raw SVG markup — all tools return images so vision-capable LLMs can see the icons.

  Last updated 2026-03-15

  1

• Minecraft MCP Server

  Peterson047

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  F

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  Enables control of a Minecraft server through RCON commands via natural language, including game commands, chat-based AI interactions, and server management capabilities.

  Last updated 2025-07-05

  5

• Xcode-Studio-MCP

  kevinswint

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  security

  A

  license

  A

  quality

  Unified MCP server for Xcode + iOS Simulator — build, deploy, screenshot, and interact with your iOS app from Claude Code, Cursor, or any MCP client. Built in Swift. Single binary. No Node/Python runtime required.

  Last updated 2026-04-04

  6

  1

  MIT

• Minecraft MCP Server

  hibukki

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  Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing for tasks like building, mining, and inventory management via natural language. It supports complex interactions including coordinate-based movement, block manipulation, and real-time game chat.

  Last updated 2025-10-27

  22

  Apache 2.0

• MCP Servers

  fist-maestro

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  security

  F

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  quality

  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 2025-03-31

  2

  35

• Minecraft RCON MCP Server

  MinecraftCodeFoundary

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  Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.

  Last updated 2026-02-13

  6

  10

  MIT

• MCP Remote with Adobe and Okta

  adobe-rnd

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  A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.

  Last updated 2025-07-25

  16

  2

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

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  security

  F

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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 2025-07-16

• 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 2025-10-26

  3

  34

  MIT

• Roblox Studio MCP

  paralov

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  security

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  Enables AI coding tools to control Roblox Studio for workspace exploration, instance manipulation, and script management. It provides tools for playtesting, scene rendering, and integration with the Roblox Creator Store.

  Last updated 2026-02-06

  6

  4

  MIT
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  Snyk Studio MCPofficial

  snyk

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  security

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  quality

  An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.

  Last updated 2026-04-02

  33

  Apache 2.0

• MCP Servers Search

  atonomus

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  security

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  Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.

  Last updated 2025-06-29

  9

  2

  MIT

• Label Studio MCP Server

  HumanSignal

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  Label Studio MCP Server

  Last updated 2025-05-30

  30

  Apache 2.0

• MCP Servers (OnePiece &

  didacusdev

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  security

  A

  license

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  quality

  A collection of two MCP servers that enable querying One Piece anime characters and geolocating public IP addresses.

  Last updated 2025-05-07

  1

  3,006

  2

  MIT

• FL Studio MCP Server

  karl-andres

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  security

  A

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  Enables AI assistants to control FL Studio through MIDI communication, providing transport control, mixer adjustments, channel rack manipulation, plugin parameter automation, and piano roll note editing capabilities.

  Last updated 2026-02-20

  3

  MIT

• Minecraft Bedrock MCP Server

  Mming-Lab

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  security

  A

  license

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  quality

  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 2026-02-14

  21

  12

  MIT

• MCP Flux Studio

  jmanhype

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  security

  A

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  quality

  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 2026-03-25

  4

  13

  25

  MIT

• Python MCP Server

  hesiod-au

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  security

  A

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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 2025-05-05

  6

  MIT

• Minecraft Bedrock Education

  Mming-Lab

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  security

  A

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  quality

  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 2026-02-14

  12

  MIT

• Python REPL MCP Server

  hdresearch

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  security

  A

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  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 2025-12-15

  3

  39

  MIT

• Minecraft Survival MCP Server

  Netherite-Stack

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  security

  A

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  Enables LLM agents to play and survive in Minecraft by abstracting low-level tasks like pathfinding, building, and crafting into high-level transactional commands. It utilizes a "Helix" architecture to handle execution and coordinate math autonomously, allowing models to focus on strategy and high-level intent.

  Last updated 2026-03-09

  2

  MIT

• Z-Image Studio

  iconben

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  security

  A

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  quality

  A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transport protocols.

  Last updated 2026-04-15

  106

  Apache 2.0

• MCP-Python

  rhabraken

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  security

  F

  license

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  quality

  A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.

  Last updated 2025-02-12

  1

• quanttogo-mcp-servers

  michaeljiangmingfeng-debug

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  security

  A

  license

  B

  quality

  MCP servers for quantitative trading: live trading signals, market data, NAV history, portfolio management with dual-track (AUTO/MANUAL) performance comparison. Supports both stdio and Streamable HTTP transport.

  Last updated 2026-03-10

  3

  MIT

• Claude MCP Servers

  drapon

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  security

  A

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  quality

  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 2025-07-17

  2

  MIT

• MCP Python Interpreter

  yzfly

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  security

  F

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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 2025-10-12

  10

  96

• Python notebook mcp

  UsamaK98

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  security

  A

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  quality

  Python notebook mcp

  Last updated 2025-06-24

  45

  MIT

• Roblox Studio MCP Assistant

  Alexpoopy1

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  security

  A

  license

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  quality

  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 2026-02-14

  3

  Apache 2.0

• MCP Python Interpreter

  PortPro-Technologies-Inc

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  security

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  license

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  quality

  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 2025-06-14

  9
• 

  MCP Run Pythonofficial

  pydantic

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  A

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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 2026-01-30

  192

  MIT

• 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 2025-04-27

• Python Apple MCP

  jxnl

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  security

  F

  license

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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 2025-04-29

  17