n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

RagRabbit is a self - hosted AI site search and LLM.txt generation tool that supports one - click deployment on Vercel.

Yingdao RPA MCP Server is an implementation based on the Model Context Protocol (MCP), providing a service for Yingdao AI Power and other MCP Host tools to call RPA capabilities. It supports the local mode and the open API mode, and can query and run RPA applications, upload files, manage jobs, etc.

The MCP server is a tool that supports FTP, SFTP, and SSH connections, allowing users to directly manage files on remote servers via Cursor AI, including operations such as upload, download, and editing. It is especially suitable for the management of website hosting services such as WordPress.

A production-ready MCP server template for hosting custom AI tools and prompt templates, supporting remote deployment and local operation, helping developers quickly build AI model interaction tools.

A project that allows the large language model to act as the host of the Haigui Tang game, supporting single - player Haigui Tang reasoning games

Terminal MCP Server is an MCP protocol server that supports command execution on local and remote hosts, providing a system command operation interface for AI models.

gbox is an open - source self - hosted sandbox project that provides a secure environment for MCP integration and other AI agent use cases. It includes tools such as a terminal, browser, and file editor, supports local task execution and file processing, and provides Python and Typescript SDKs.

The plugged.in App is a comprehensive web application for managing Model Context Protocol (MCP) servers, providing a unified interface to discover, configure, and use AI tools across multiple MCP servers. It supports multi - workspaces, an interactive testing platform, tool management, resource discovery, etc., can be integrated with various MCP clients, and supports self - hosted deployment.

A curated list of hosted cloud MCP servers that provide Model Context Protocol (MCP) services accessible via simple URL endpoints to help AI applications quickly integrate external tools and data.

Trello MCP Server is a powerful service that interacts with Trello boards, lists, and cards through an AI host, supporting read, create, update, and delete operations.

The Carla MCP Server is a professional audio production AI control platform that provides complete audio plugin host control through 45 tools and supports natural language operation of professional audio workflows

A collection of AIOps MCP servers, including host detection function

AutoGPT is an open - source AI agent toolkit that provides a modular and extensible framework, supporting users to build, test, and monitor AI agents. The project includes the Forge Innovation Lab, a Benchmark testing environment, and a user - friendly front - end interface, and uses the Agent Protocol for standardized communication. The community is active, regularly hosting hackathons and other activities to drive innovation.

The Trello MCP Server is a powerful service that interacts with Trello boards, lists, and cards through an AI host, supporting read, create, update, and delete operations.

The Migadu MCP Server is a tool for controlling the Migadu email hosting service through an AI assistant, supporting functions such as creating mailboxes, setting aliases, and automatic replies.

Docker Manager MCP is a zero - configuration Docker infrastructure management tool that centrally controls multiple Docker hosts via an AI assistant. It supports container management, stack deployment, and service monitoring, automatically discovers hosts in SSH configurations, and provides secure connections.

This is a server project that complies with the MCP protocol standard, providing AI - driven document generation services, supporting multiple formats such as PDF, Word, PPT, and Excel. It has functions such as asynchronous processing, image embedding, and layout verification, and can be integrated into various AI hosts.

An MCP server based on the Shodan API that provides AI assistants with the ability to query Internet-connected devices and services, including host information queries, device searches, network scans, SSL certificate queries, and IoT device searches.

The Ceph MCP Server is a bridge connecting the AI assistant and the Ceph storage cluster, enabling storage management through natural language and providing functions such as health monitoring, host management, detailed analysis, and secure communication.

JustRunMy.App is a lightweight application hosting platform. Through the MCP server, AI assistants can directly deploy, manage, and update applications, and projects can be quickly published without complex configuration.

DataBeak is an AI - enhanced CSV data processing tool based on the Model Context Protocol (MCP), offering over 40 data operation, analysis, and validation functions. Specifically designed for AI assistants, it supports loading data from a URL or string, has advanced analytics, data validation, and session management capabilities, and uses a stateless architecture, making it suitable for secure web hosting.

The Migadu MCP server is a tool for controlling Migadu email hosting services through an AI assistant. It supports functions such as creating mailboxes, setting aliases, and auto - replies.

This project is a payment service based on the Model Context Protocol (MCP). By integrating the Authorize.Net Node SDK, it provides two functions: instant credit card charging and generating hosted payment pages. As an MCP server, it encapsulates payment operations into a standardized tool for AI agents or other platforms to call, enabling secure and structured payment processing.

The DigitalOcean Database MCP Server is a middleware that connects AI development environments to DigitalOcean - hosted databases. It enables automatic discovery and connection to database clusters via API tokens, supports PostgreSQL and MySQL, and is compatible with multiple AI development tools.

A self - hosted AI project based on Ollama, Open WebUI, and MCP, providing employee vacation management functions, including balance inquiry, application, and history viewing, supporting local deployment and privacy protection.

Overview: MCP (Model Context Protocol) is a framework for AI automation through a standardized protocol, which includes key components such as hosts, clients, servers, local data sources, and remote services. The core lies in the server, which provides context, tools, and prompts for clients. MCP enables AI agents to automate tasks, such as code generation, debugging, and interaction with external services like GitHub repositories.

The YingDao AI Power RPA MCP Server is a bridge service based on the MCP protocol, connecting AI Power and other MCP host tools, enabling AI to call RPA capabilities. It supports two service modes, SSE and Stdio, and provides two operating methods, local and OpenAPI.

Engram is a hosted MCP service that provides reliable memory for AI agents, enabling AI to remember past conversations, facts, and decisions, making it more like a real team member.

PayAI MCP Server is a service that allows users to integrate the PayAI marketplace directly into MCP hosts such as Claude Desktop and Cursor IDE, providing functions to view, advertise, and purchase AI agent services.

MCPlite is a Python MCP service framework similar to FastAPI, which allows developers to easily define and expose server-side capabilities (such as tools, functions, or resource access) for programmatic calls by AI agents in host applications.

Overview: The README.md file provides an overview of the Model Context Protocol (MCP) Server, detailing its components and functions. It explains how MCP enables AI automation through a standardized protocol and connects hosts, clients, servers, local data sources, and remote services. The document also describes the evolution from basic AI chats to advanced AI agents capable of performing automated tasks.

Karakeep (formerly Hoarder) is a self - hosted all - in - one bookmark application designed for data hoarders. It combines AI technology to automatically obtain link information, intelligent tagging, and OCR functions, and supports multi - platform plugins and mobile applications.