Awesome - MCP - ZH is a collection of MCP (Model Context Protocol) resources tailored for Chinese users, including basic introductions, usage guides, client, server, and community resources to help users quickly get started with MCP.

This is a continuously updated curated list of MCP servers, covering multiple categories such as browser control, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, and utilities. Each project comes with a GitHub link and the number of stars, making it easy for users to quickly understand and use.

Solon is an efficient, open, and eco - friendly Java enterprise application development framework that supports all - scenario development. It features high performance, low memory consumption, fast startup, and small - volume packaging. It is compatible with Java 8 to Java 24 and the GraalVM native runtime.

automcp is a tool that can easily convert existing AI agent frameworks (such as CrewAI, LangGraph, etc.) into MCP servers to achieve standardized interface access. It supports the adaptation and deployment of multiple frameworks and provides functions for quick startup and configuration.

Snak is a toolkit for creating AI agents that can interact with the Starknet blockchain, supporting multiple AI providers and available in the form of an NPM package and a NestJS server.

A server that controls Microsoft Paint through the JSON-RPC 2.0 protocol, supporting functions such as starting the Paint program, drawing graphics, setting colors, and tool properties.

A tool that provides MCP services for the Windows API, supporting functions such as media control, notification sending, window management, screenshot, display control, theme setting, start menu, and clipboard operations.

An MCP service for semantic search of Star Wars planets based on Couchbase

The Alibaba Cloud Operation and Maintenance MCP Server project provides a variety of cloud product operation tools, including functions such as starting, stopping, and querying services like ECS, VPC, RDS, and OSS, and supports automated operation and maintenance through API and OOS.

Agent MCP Gateway is a Model Context Protocol (MCP) gateway used to aggregate multiple downstream MCP servers and provide policy-based access control. Through its on-demand tool discovery mechanism, it solves the problem of context window waste caused by loading all tool definitions at startup in development environments such as Claude Code, reducing context occupation by over 90%.

ProtoLink AI is a standardized tool encapsulation framework for implementing and managing diverse tools in a unified way, helping developers quickly integrate and start tool - based use cases.

A knowledge graph management server based on the MCP protocol, supporting multiple startup methods and complete knowledge graph operation functions, including experimental short story generation capabilities.

An MCP server implementation designed for Starwind UI, providing component development assistance tools

This is a Spring Boot Starter for automatically integrating MCP (Model Control Protocol) services, supporting non - intrusive enhancement and custom tool parsing, and simplifying AI interface development.

This project is a Python adapter that exposes the tools of MCPO (MCP-to-OpenAPI proxy server) as Ollama-compatible functions, supporting connection to existing MCPO instances or starting a local service.

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.

A production-level starter template for MCP servers based on TypeScript, providing rapid development and testing tools.

A project integrating Smithery and SWAPI to obtain and display information about planets, characters, starships, etc. in the Star Wars universe.

A TypeScript - based MCP server quick - start template that provides an easy - to - use development foundation.

Message MCP is an AI task notification system that offers desktop notifications, custom sounds, mobile push notifications, email notifications, and API push functions, enabling users to promptly learn about the task completion status without constantly staring at the screen.

This is a project for quickly starting and running the MCP server development environment, providing TypeScript sample code and generation tools.

The StarRocks MCP server is a bridge connecting AI assistants and StarRocks databases, supporting direct SQL execution and database exploration.

An MCP server that provides background process management functionality, allowing LLMs to start, stop, and monitor long-running command-line processes, and includes an independent TUI monitoring interface.

This project is a quick - start template for a remote MCP server based on Azure Functions and Python. It supports communication via HTTPS and secure keys and integrates the Booking COM travel API to implement attraction query and review functions.

The Zhiyan Platform is an open - source platform for agent communication and development, aiming to help AIGC enthusiasts better understand and develop Agents. The platform provides a variety of default Agent functions, such as email sending, information search, weather query, paper search, express delivery query, and document retrieval, and supports users to customize tools. The project supports quick startup and Docker deployment, and plans to add a tool store and automatic build functions in the future.

An MCP server based on Cloudflare that can transform GitHub starred repositories into a database searchable by natural language, supporting semantic queries and automatic updates.

easyMcp is a tool that helps developers quickly build an extensible MCP server framework, supports two startup modes (stdio and SSE), and simplifies the development process.

A project that implements Server-Sent Events (SSE) based on the Starlette framework, integrates the Model Context Protocol (MCP), and provides a standard interface for AI models to interact with external tools.

The MCP integration project provides server and client discovery services for Claude integration, including a quick start guide, database preparation, environment variable settings, and community links.

This project provides a set of script tools for conveniently starting and managing MCP (Model Context Protocol) servers. It supports foreground and background modes and includes functions such as log management and process monitoring.

An MCP server for SAP GUI automation, providing tools for programmatic control of SAP transactions, including starting transactions, interface interaction, and screen capture.

A minimized MCP service implementation for Cursor IDE based on the official MCP SDK, used for rapid startup or experimentation.

A production-grade starter template for an MCP server based on TypeScript, providing rapid development tools and a standardized workflow.

The Square MCP service is a project that follows the Model Context Protocol standard, providing an interface for interacting with the Square Connect API, supporting quick startup, multi-environment configuration, and integration with mainstream AI assistants.

The SSW Clean Architecture Template is a project template based on clean architecture that combines SSW Rules and over 30 years of Microsoft software development experience, providing tools and best practices for quickly starting new projects.

This is a Next.js project initialized using create-next-app, including commands to start the development server, guides for page editing, font optimization, and instructions for deploying to Vercel.

The StarRocks MCP Server is a bridge connecting AI assistants with StarRocks databases, supporting direct SQL query execution and database exploration without complex configuration.

An MCP server project based on the SWAPI Star Wars API, providing query functions for Star Wars character, planet, movie, etc. data, supporting automatic pagination and cache management, and can be integrated with tools such as VS Code.

The Starknet MCP Server is an AI model interaction service based on the Model Context Protocol, supporting the retrieval of the latest block information from the Starknet blockchain.

The Starknet MCP Server is a server based on the Model Context Protocol that enables AI agents to interact with the Starknet blockchain, including querying data, managing wallets, and performing smart contract operations.