wcgw is an MCP server project that integrates Shell and code editing tools, allowing AI to execute commands, read and write files, edit code, etc. on the local machine. It provides multiple modes (such as Architect Mode, Code Writing Mode, etc.), supports task checkpoint saving, terminal interaction, syntax checking, etc., and is suitable for scenarios such as code development and problem troubleshooting.

A Proxmox management server based on Python, providing an interface to interact with the Proxmox virtualization platform, supporting node, virtual machine, and container management, with security authentication and a variety of functional tools.

A Python-based Proxmox management MCP server that provides a simple interface to manage nodes, virtual machines, and containers

This project creates an AI agent based on the n8n platform that can discover and use Model Context Protocol (MCP) server tools through the Nostr network. The agent searches for available tools by querying Data Vending Machines (DVM) in the network, sends requests, and obtains responses, thereby expanding the functionality of the LLM to use MCP tools that are not installed.

The Allora MCP Server is an implementation based on the Model Context Protocol (MCP) that provides the function of obtaining machine learning inference data from the Allora network, enabling AI systems to seamlessly access Allora prediction market data.

The Linear Regression MCP project demonstrates an end-to-end machine learning workflow using Claude and the Model Context Protocol (MCP), including data preprocessing, model training, and evaluation.

Laravel Vibes is a powerful Laravel package for implementing the Machine Control Protocol (MCP) server, supporting seamless integration of AI agents. It provides features such as a tool registration system, real-time communication (SSE), and API endpoints, and supports automatic discovery and type safety.

Voice Mode is a tool that provides natural voice conversation capabilities for AI assistants and supports human - machine voice interaction with LLMs such as Claude and ChatGPT through the MCP protocol.

A VMware ESXi/vCenter management server based on the MCP protocol, providing a REST API management interface for virtual machines.

A tool for accessing the virtual machine command line via the MCP protocol, providing a Web terminal and automatic tunneling function.

MCP Connect 4 is a Tic - Tac - Toe game project that realizes human - machine interaction through MCP technology, allowing users to play against AI assistants and automatically record the game state.

FFmpeg-MCP is a model context protocol server designed to help LLMs process various multimedia content created by humans and machines, including functions such as decoding, encoding, transcoding, mixing, separating, streaming, filtering, and playing.

A server project compatible with the MCP protocol, providing atomic-scale simulation functions through ASE, pymatgen, and machine learning interatomic potentials (MLIPs). It is currently under active development.

This project provides a natural language interaction interface for MLflow through the Model Context Protocol (MCP), allowing users to query and manage machine learning experiments and models in English. It includes server - side and client - side components.

YouTube MCP is an AI-based solution designed to enhance the YouTube content interaction experience through machine learning technology. It supports video search, subtitle access, and semantic search without using the official API.

The MCP Human - Machine Collaboration Server is an intelligent middleware that dynamically determines when human intervention is needed in the AI decision - making process through a multi - dimensional scoring system

The FAL Image and Video MCP Server is a high - performance MCP protocol server specifically designed for image and video generation in FAL AI, supporting automatic download to local machines. It provides public URLs, data URLs, and local file paths, suitable for MCP - compatible clients such as Claude.

A VMware ESXi/vCenter management server based on the MCP protocol, providing a REST API interface for virtual machine management

Proxmox virtualization management MCP service dedicated to Cursor, providing complete virtual machine lifecycle management, container support, and OpenAPI integration.

Puzzlebox is a server based on the MCP protocol, used to manage and coordinate finite state machines (called 'puzzles') in a multi - agent system, supporting dynamic resource subscription and state updates.

A VMware Fusion virtual machine management MCP server based on FastMCP, providing functions such as virtual machine listing, information query, and power operations, and supporting integration with LLM and agent frameworks.

ProxmoxMCP-Plus is an enhanced Proxmox virtualization management server based on Python. On the basis of the original ProxmoxMCP, it adds features such as complete virtual machine lifecycle management, container support, and OpenAPI integration, providing more powerful interaction capabilities for the virtualization platform.

This project provides a Model Context Protocol (MCP) service for MLflow through a natural language interface, simplifying the management and query of machine learning experiments and models.

This is an MCP server that provides access to the Internet Archive Wayback Machine, supporting retrieval of archived web page versions and checking of available snapshots of URLs.

This project demonstrates the training of a linear regression model using Claude and the Model Context Protocol (MCP) for an end-to-end machine learning workflow. Users only need to upload a CSV dataset, and the system can automatically complete the entire process of data preprocessing, model training, and evaluation (RMSE calculation).

A Machine Control Protocol (MCP) server based on the Qdrant vector database, supporting text storage, semantic search, and integration of the FastEmbed embedding model.

An MCP server that queries and obtains the current machine's IP through ipify

Provide a virtual machine environment based on Magalu Cloud, enabling code execution and virtual resource interaction through the Model Context Protocol (MCP). Support the secure integration of LLMs with sandboxed VMs to enhance agent capabilities.

An Azure service interaction server based on the MCP framework, providing operation tools for storage, virtual machines, and application services.

The LXD MCP Server is a tool developed in Go language that provides management functions for LXD containers and virtual machines through the Model Context Protocol, including operations such as instance creation, deletion, start/stop, configuration update, and command execution.

The P6XER MCP Server is a Model Context Protocol service built on PyP6XER, providing a machine-readable manifest for XER file parsing, analysis, and conversion.

A Machine Control Protocol (MCP) server for interacting with the Jira API

The Cloudera ML Model Control Protocol (MCP) is a Python toolkit that provides functions for integrating with the Cloudera Machine Learning platform, including services such as file management, job scheduling, model management, and experiment tracking.

An MCP server that controls Linux virtual machines via SSH, integrated with the OpenWebUI interface, providing automatic security checks and real-time command execution functions.

vCenter-mcp-server is an MCP server tool designed specifically for vCenter Server, providing virtual machine management, migration, and query functions to simplify operations in the virtualized environment.

A Machine Control Protocol (MCP) server based on the Qdrant vector database, used for storing and retrieving text information, supporting semantic search and FastEmbed integration.

A Machine Control Protocol (MCP) server project for interacting with the Sentry API

Lilith Shell is an enhanced MCP server that allows AI assistants to execute commands in the terminal, providing security controls and testing capabilities. It should be used in a virtual machine or a resettable development environment due to security risks.

EVM MCP Server is a blockchain service middleware that supports multi-chain interaction. It provides a unified access interface to the Ethereum Virtual Machine network for AI agents through the Model Context Protocol. It supports data query, token operations, and smart contract interaction on over 30 EVM-compatible chains and has built-in ENS domain name resolution functionality.

This is a project configured with an MCP code runner server, supporting code execution in a container or virtual machine environment.