mcp-golang is an unofficial Go implementation of the Model Context Protocol library, supporting the rapid construction of MCP servers and clients, and providing features such as type safety, low code volume, modularity, and two-way communication.

The StrawHat AI development repository provides a complete solution for building local and online AI development environments, including various tools such as the Ollama backend, Open - WebUI frontend, and Claude desktop proxy, supporting rapid deployment and development of AI applications.

The MCP server officially provided by LAPRAS is used to access and operate job - seeking, work experience and other information on the LAPRAS platform through AI tools. It supports rapid deployment through npm or Docker and provides multiple functions such as job search and work experience management.

This project is a server - side implementation based on the Model Context Protocol (MCP) for connecting to the GraphQL API to access policy data. It is built using the Python SDK and GQL library and supports rapid deployment through the uv tool.

This is a development template for the Model Context Protocol (MCP) based on TypeScript, providing a complete foundation for building MCP clients and servers, including production-grade tools, sample code, and clear documentation, supporting rapid development and expansion.

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

AutoMCP is a tool that automatically generates server and client code compatible with the MCP protocol based on YAML service definitions, supporting the rapid implementation of tool functions and the organization of service code.

The MCP service project provides transmission mechanism implementations for multiple protocols, including STDIO and SSE modes, and supports the rapid integration and deployment of multiple programming languages and services.

A LinkedIn profile analysis tool based on Claude AI that retrieves and manages LinkedIn post data through RapidAPI.

Gofannon is a toolset for enhancing the functions of language models/agents, providing cross - framework compatibility and a rich set of tools, supporting rapid development and community contributions.

An MCP server project based on Nablarch documents, providing document search and conversion functions, and supporting rapid deployment with Docker.

Trellis MCP is an interface service that connects AI assistants with Trellis 3D generation models, supporting rapid generation of 3D assets through natural language and importing them into Blender. This project is based on an open - source model and requires self - deployment of the API backend. It is fast and free, but there are stability risks.

Alibaba Cloud Wuying AgentBay is a cloud infrastructure designed for AI Agents, providing one - click configuration tools and an execution environment, supporting rapid integration and server - based operation.

Rapidapp MCP Server is a Node.js service that implements the Model Context Protocol (MCP) for operating Rapidapp's PostgreSQL database through natural language.

A project dedicated to tracking and recording events and important milestones in the rapid development of the Model Context Protocol (MCP).

The Graphiti MCP Server is a server based on multi - project knowledge graphs, supporting the rapid construction and management of temporary knowledge graphs for AI agents to query through the model context protocol. This project extends the official getzep/graphiti MCP Server, adds support for multiple servers and a single database, and provides a CLI tool with an optimized developer experience.

A LinkedIn job search service based on the Model Context Protocol (MCP), which implements job search, detail retrieval, and location query functions through the RapidAPI LinkedIn Data API.

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

aiohttp-mcp is a library based on aiohttp for building server tools compliant with the Model Context Protocol (MCP) standard. It supports asynchronous design and type hints, facilitating the rapid development of MCP services.

The Alibaba Cloud Function Compute MCP Server project supports integrating Function Compute capabilities into proxy applications such as Cursor and Claude through the MCP protocol, providing rapid deployment and management functions.

This project uses an optimized GitHub Actions workflow, designed for open-source projects, minimizing resource usage while maintaining quality. It includes functions such as rapid PR checks, a complete CI/CD pipeline, security scans, and automated releases.

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

An MCP server based on RapidOCR, providing convenient OCR interface services

An MCP server that provides computer control functions, including mouse and keyboard control, OCR recognition, window management, etc., implemented based on PyAutoGUI and RapidOCR without external dependencies.

An MCP server implementation for connecting to the RapidAPI global patent API and storing patent data

GenPilot is a tool that simplifies the creation and management of single/multi - agent systems for generative AI. It supports the MCP protocol and provides terminal and web interfaces for rapid development and deployment.

MCP Hub is a framework for creating and managing Model Context Protocol (MCP) servers and clients, integrating the UV tool to simplify package management and configuration. The project includes AI - related computer vision scripts and dataset processing tools, supporting rapid deployment and development.

Loominus MCP is a visual node editor designed to simplify the configuration and sharing of Model Context Protocol (MCP) servers and agents. It connects MCP tools with LLMs through a drag-and-drop interface, supports the rapid construction of automated workflows, and is suitable for the development of intelligent tools in the digital and physical worlds.

A Python template project for creating a Model Context Protocol (MCP) server, supporting rapid development and debugging.

A RapidAPI service implementation project based on FastMCP

automcp is a tool that can convert existing AI agent frameworks (such as CrewAI and LangGraph) into MCP protocol servers, enabling standardized interface access. It supports rapid deployment, multi - framework adaptation, and provides two transmission modes: SSE and STDIO.

An MCP server that provides access to Evan You's rap video at VueConf 2025

AI Memo is an AI-based personal intelligent accounting tool that enables rapid accounting and account checking through natural language interaction. It supports multiple input methods and multi-terminal use.

A LinkedIn profile scraping project based on FastMCP and httpx, which asynchronously fetches data through RapidAPI and can optionally include information such as skills and certifications.

This is a Dockerized GitHub MCP server project that provides integration with the GitHub API, including file operations, repository management, search, etc., and supports rapid deployment through Docker and integration with the Cursor tool.

An intelligent chatbot based on Streamlit that uses GPT-4o to automatically route user requests to different tools (such as chatting, image generation, database queries, voice synthesis, etc.), supporting rapid experimentation with AI tool routing functions.

An MCP service project based on RapidAPI, using the fastmcp framework for server installation and debugging

A lightweight Chinese bond market data integration server that enables rapid deployment using AkShare and the MCP framework.

A Python - based biodiversity model protocol server project that supports rapid deployment, development, and debugging.

AI Toybox is a generative AI experimental platform focused on rapid prototyping and testing of MCP tools and agent workflows, providing a chat application and modular MCP service templates.