A Minecraft model control protocol server based on Mineflayer, providing a standardized JSON - RPC interface for AI agents to control Minecraft robots.

AI agent robot project based on multi-MCP servers

The Roblex Studio MCP Server is a standalone server designed specifically for Roblox Studio, implementing the Model-Context-Protocol specification and supporting AI-driven workflows through a unified protocol.

A tool designed for FIRST Robotics Competition teams, which can search multiple official document libraries such as WPILib, REV, and CTRE simultaneously, quickly obtain answers to programming and hardware configuration through natural language questions, and support VS Code integration and AI assistant optimization.

The ros2-mcp-server is a Python-based server that integrates with ROS 2 through the Model Context Protocol (MCP), enabling AI assistants to control robot movement through ROS 2 topics. It supports time-controlled movement commands and runs as a ROS 2 node, publishing geometry_msgs/Twist messages to the /cmd_vel topic.

RegenNexus UAP is a universal adapter protocol for connecting devices, robots, applications, and AI agents, providing low-latency, high-security communication, and supporting multiple hardware and MCP integrations.

A virtual travel robot environment based on the MCP server, allowing users to conduct virtual travel through Google Maps and interact with AI travelers.

The Minecraft MCP integration project enables AI assistants to interact with the Minecraft server and observe and operate in the game world through robots.

This project uses Spring AI and the MCP protocol to achieve natural language control of the mBot2 robot. It includes a Spring Boot application, an MQTT message queue, and a Python script on the robot side, supporting AI calls for instructions such as exploration and turning.

The glif - mcp - server is an MCP server for running AI workflows, supporting the management and running of glifs and robot tools from glif.app, and providing rich metadata access functions.

This project aims to build an MCP server that interacts with Chrome, including a simple demo version and a robust version based on the Python SDK, used for page screenshot and protocol validation.

A Python - based code review system that integrates the programming principles of Martin Fowler and Robert C. Martin and provides AI - assisted code review services.

NiagaBot is a smart WhatsApp business automation robot based on Qwen3-Omni AI, supporting functions such as multimodal message processing, group management, batch broadcasting, and data analysis

This is an MCP service for Airbnb listing search and detail query, providing structured data and direct links, working without an API key and complying with robots.txt rules.

NetMind ParsePro is a high - quality, robust, and cost - effective PDF parsing AI service that can convert PDF files to JSON or Markdown format and supports seamless integration with AI agents.

RagAlgo is an MCP server that provides mathematically scored financial context (South Korean stocks/cryptocurrencies) for AI agents. It focuses on using daily closing data to build a 'factual state' to prevent AI hallucinations caused by real - time market noise, aiming to build investment advisors rather than high - frequency trading robots.

An intelligent conversational robot project based on large models, supporting multi - platform access and multiple AI models, with text, voice, image processing, and plugin expansion capabilities, and can customize enterprise AI applications.

Airbnb search and listing information desktop extension, providing advanced search filtering functions and detailed listing information retrieval. It supports various query conditions such as location search, date filtering, and price range, and complies with the robots.txt protocol to ensure compliant use.

The Roblox Studio MCP Server is a powerful AI - assisted development tool that enables game project analysis, script debugging, and batch editing operations through 18 professional functions, connecting the AI environment with the Roblox Studio workflow.

MinecraftBuildMCP is an MCP server that connects AI language models with Minecraft. It enables automated building, exploration, and interaction in Minecraft by controlling robots through natural language.