An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.

The Azure MCP Server is a server that implements the MCP protocol, providing seamless connection between AI agents and Azure services (such as Storage and Cosmos DB), and supporting the conversion of natural language commands into Azure operations.

The AI Infrastructure Agent is an intelligent system that allows users to manage AWS cloud resources through natural language commands. It uses AI models to convert user requirements into executable AWS operations and provides web dashboards, state management, and security protection functions.

Solana-MCP is a full-chain operation platform based on the Solana blockchain. It simplifies users' interaction with the Solana ecosystem through natural language commands, supports functions such as DApp integration, digital asset management, and DeFi operations, and uses LLM technology and smart contracts to achieve efficient and secure on - chain operations.

The Kanboard MCP Server is a model context protocol server developed in Go that enables seamless integration between AI assistants and the Kanboard project management system. It supports managing projects, tasks, users, and workflows through natural language commands.

A Video Editing MCP Server based on FFmpeg that supports performing operations such as video clipping, merging, and format conversion through natural language commands

The Pega DX MCP Server is an experimental project aiming to transform Pega Infinity™ applications into an intuitive conversational experience through the Model Context Protocol (MCP). It serves as a bridge between the Pega DX API and the natural language interface, enabling GenAI agents, IDEs, and other MCP-supported tools to interact with Pega Infinity™ applications using simple human-readable commands.

The ROS MCP server controls the robot's movement through natural language commands and supports ROS and ROS2 systems.

A lightweight Kubernetes MCP server that provides natural language processing and API access functions, and operates cluster resources by combining kubectl commands and the Python client.

An MCP server project that converts Typebot's REST API into a tool callable by Claude Desktop, supporting management of Typebot (creation, listing, updating, deletion, etc.) and starting chat sessions through natural language commands.

Unity AI ProBuilder is an AI-driven 3D modeling tool based on the MCP protocol that creates and edits editable meshes in the Unity editor through natural language commands, supporting rapid prototyping and procedural geometry generation.

An MCP server that controls iOS simulators through natural language commands, providing comprehensive simulator operations, application management, UI interaction, and debugging functions.

The Monad MCP server is a server for interacting with the Monad test network, supporting querying blockchain data (balances, transactions, gas prices, blocks) and interacting with the CoinflipGame smart contract for coin-tossing games. This server integrates Claude Desktop, allowing users to execute commands through natural language.

This project includes custom slash commands for testing the integration of the Coroot MCP server, providing two testing methods: direct tool invocation testing and natural language testing, ensuring security and non-destructiveness.

An MCP server that provides Ruby console functionality, allowing AI assistants to execute Rails console, IRB, or Racksh commands through natural language, query models, and interact with Ruby/Rails applications, supporting persistent sessions.

Rube is an MCP server based on the Composio platform that connects AI chat tools to over 500 business and productivity applications, enabling automated task execution through natural language commands.

An iOS simulator control server based on the MCP protocol that enables LLMs to fully control the iOS simulator through natural language commands, including device management, application operations, UI interaction, and other functions.

An MCP server that interacts with the Jira REST API via natural language commands, supporting various operations such as querying projects, issues, and creating tasks.

An MCP server for GitHub notification management that helps AI assistants manage GitHub notifications through natural language commands

Unity MCP is an AI assistant tool that controls the Unity editor through natural language commands. It supports creating, modifying, and managing game objects, scenes, materials, etc., and simplifies the development process.

The ThingsBoard MCP Server is a service that provides a natural language interface for LLMs and AI agents, allowing interaction with the ThingsBoard IoT platform through natural language commands to achieve functions such as device management, data query, and analysis.

An MCP server project that allows creating and running Processing sketches through natural language commands, supporting the generation of visual art and games.

A Python-based Azure CLI assistant that generates Azure commands through natural language processing and relies on the Azure MCP service to implement functions.

MCP - AWS is an AI - based application that manages AWS EC2 instances through OpenAI agents and the MCP server, supporting natural language commands to create and terminate instances.

An MCP server project that enables programmatic control of the macOS window management tool Moom through natural language commands, including switching layouts, saving window arrangements, precise window positioning, etc., and newly adds DisplayPlacer integration to support precise multi - monitor layouts.

Auto - Snap MCP is an automated screenshot and document processing tool that can automatically convert screenshots to PDF. It supports operations through natural language commands and is suitable for various system environments.

This project demonstrates how to configure the Amazon Q CLI to integrate with the FastMCP MySQL Server and interact with AWS RDS MySQL databases via natural language commands.

The TestDino MCP server is a bridge that connects the TestDino test management platform with AI agents, allowing users to query test run results, analyze failure cases, and upload test data through natural language commands without manually operating the dashboard.

JetsonMCP is an MCP server that manages NVIDIA Jetson Nano edge computing devices through SSH connections, providing AI workload optimization, hardware configuration, and system management functions, and supporting the conversion of natural language instructions into professional operation commands.

This project implements natural language interaction with Homebrew, supports core commands such as installation, uninstallation, and query, and can enable specific features through JSON configuration.

The MCP server provides an API service for browser automation through natural language commands, combining FastMCP, browser - use, and OpenAI technologies.

Heim MCP is a Model Context Protocol server for Heim application deployment and management, supporting the creation, deployment, and management of Heim backend applications via natural language commands.

Provide a toolset for generating React components based on natural language commands, including Cursor integration, front - end sandbox, and command - line tools

LudusMCP is a model context protocol server for managing the Ludus laboratory environment based on natural language commands. It provides functions for deploying, configuring, and managing virtualized training environments and supports connecting to the Ludus server through WireGuard VPN or SSH tunnel.

A Python-based automation tool that uses Google Gemini AI to control the Microsoft Paint program through natural language commands, enabling functions such as graphic drawing, text addition, and color management.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

The Fusion 360 MCP Server is a middleware that connects Cline and Autodesk Fusion 360. It exposes Fusion 360 toolbar commands as callable APIs and supports generating executable Python scripts through natural language parsing.

The Fledge MCP server is a protocol service that connects Fledge functions with Cursor AI, enabling interaction between AI and Fledge instances through natural language commands.

This project implements a multi-component platform (MCP) server integrated with Gemini AI, supporting complex tasks such as mathematical operations, string processing, and Keynote integration through natural language commands.

This is a MIDI controller project that controls the Teenage Engineering EP-133 K.O. II sampler through the MCP protocol. It supports playing notes, rhythm patterns, and drum patterns using text commands, and can be integrated with Claude to achieve natural language control.