💻 编程开发 AI 工具

A fully functional starter template for building Model Context Protocol (MCP) servers with TypeScript, supporting both HTTP/SSE and stdio transports for seamless integration with AI applications.

A lightweight, zero-dependency yet full-featured MCP protocol implementation built with .NET. It can be easily integrated into your application, regardless of its architecture.

Generate discoverable code from MCP servers for AI tool usage.

TypeScript diagnostics MCP server - live type checking without constant recompilation

A curated list of frameworks and tools for Model Context Protocol (MCP).

A powerful project-aware MCP server that enables cross-project file access and git history exploration. Each project defines which other projects it needs to access via a simple config file.

AI-Powered Test Automation Platform with n8n and Playwright MCP

Investigations into Model Context Protocol

simple but powerfull mcp worrks

org-mcp-demo

MCP Manager is a powerful CLI tool for managing Model Context Protocol servers with 19+ services.

Model Context Protocol (MCP) server implementation for mq.

MCP Server SDK in Go and some servers I'm using myself

An MCP server for AI agents to access Astro documentation efficiently.

Automatically convert any Web API to an MCP (Model Context Protocol) server.

MCP MultiAgentic Self-Evolving Hub for Local vLLM Function Calling Interception

LangChain Agent with MCP Servers: Using LangChain MCP Adapters for tool integration.

Sample MCP Servers using MCP-Nest

A powerful Rust-based chatbot MCP framework with multi-server support and tool integration capabilities.

Exercise: Integrate Model Context Protocol with GitHub Copilot

LogicStamp MCP Server enables AI to analyze React/TypeScript codebases safely.

A minimal MCP local server for Lean Mathlib 4 Documentation Search Implemented using Python

A quick guide to integrating Spring AI with MCP using Spring Boot.

Build and deploy searchable MCP servers from documentation with hybrid search.

Generate customizable install buttons for VS Code MCP servers.

A general-purpose MCP server for constraint satisfaction and optimization.

Starter code for a MCP server powered by ActionKit

A demo of WebMCP with Legit SDK for AI agents managing app states safely.

research-mcp-servers provides a framework for managing MCP servers efficiently.

Node.js MCP Server for secure filesystem operations with granular permissions.

deepin-mcp-python

Egent aims to be the platform that bridges engineer teams and agents.

A simple Mock API server for deterministic testing of AI applications.

ConPort + MCPorter Skills optimize Claude Code by reducing tool bloat.

MCP-game offers coding challenges to master Model Context Protocol (MCP) for AI data interaction.

npm-run-mcp-server enables AI Agents to build, test, and deploy using package.json scripts.

A meta server for orchestrating multiple MCP servers based on user requests.

Swagger MCP converts Swagger/OpenAPI specs into an MCP server for tools like Windsurf.

MCP Client is an Electron and React desktop app for managing MCPService with various connection methods and service operations.

A production-ready MCP server for Google Jules API, enabling AI-driven coding tasks.

PHPocalypse-MCP is an MCP server for developers to automate tests and static analysis.

OpenAPI MCP Server enables LLMs to interact with OpenAPI specs, supporting schema validation and endpoint management.

An MCP server for structured LLDB debugging tools, compatible with Claude Code.

MCP server that captures and exposes terminal output for AI assistants

Multi-instance browser automation MCP Server with configuration and account management.

Example projects for the demo of the Browser DevTools MCP server

Search more, hallucinate less - a suite of MCP servers and CLI tools to supercharge your LLM skillset

OpenTelemetry traces for AI coding agents via MCP

This MCP allows AI assistants to access Exa's API documentation, best practices, and examples directly within your development environment.

Code for the easiest tutorial on Model Context Protocol (MCP).