💻 编程开发 AI 工具

MCP-reddit provides tools to interact with Reddit, enabling post reading, commenting, and voting.

Osmosis-MCP-4B is a demo project for running models via a web server using Python.

MCP is a Model Context Protocol for building server applications with easy installation and usage.

Clangd MCP Server for large C++ codebases, enabling coding agents to answer queries.

Playwright AI Agent with POM architecture for mobile and web testing using MCP Server.

ezmcp is a lightweight framework for creating MCP servers with FastAPI-like syntax.

A lightweight MCP Server for integrating WhatsApp Cloud API with LLM agents.

AI-powered n8n Workflow Builder for validated, auto-fixing workflows.

An example Docker image for mcpo, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

GUI-MCP is a visual node editor for creating FastMCP servers without coding.

Automatically converts OpenAPI specifications into MCP servers for LLMs.

A VSCode/Windsurf plugin enabling multi-turn AI interactions via MCP protocol.

MCP Server for RPG Maker MZ enables full game development using code and AI.

Generate easy-to-follow installation guides for MCP servers across clients.

Daytona MCP Interpreter enables secure Python code execution in isolated sandboxes.

Generate easy installation guides for MCP servers across clients.

A curated collection of innovative Model Context Protocol servers for exploration.

Statamic MCP is an alpha-stage server providing AI tools for content management.

mcp-observer-server monitors file system events and notifies MCP clients in real-time.

Demo code for MCP Server integration with OpenAI, requires dotnet 9 SDK.

AI-driven MCP server for generating draw.io architecture diagrams from text descriptions.

ArchiMate MCP Server for modeling with ArchiMate and PlantUML.

A proxy server that converts MCP's SSE transport layer to standard HTTP requests/responses.

mcpify automatically generates MCP servers by observing HTTP API traffic.

MCP tool for Google search and content extraction via Chrome.

Trae-OpenSpec MCP is a no-command-line tool for creating and managing OpenSpec projects with AI-driven features.

Library for creating MCP servers using the Autumn framework, supporting stdio protocol.

MCP POM Generator auto-generates optimized POM files for Playwright, highlighting element mapping issues.

Archived MCP server for screenshots and console log monitoring using Playwright.

Clangaroo offers fast C++ code intelligence for LLMs via MCP.

CURSOR25X is an interactive MCP server for Cursor IDE, enabling task-based web app development.

A fast code search tool for Claude Code, enabling instant file and code navigation.

x402-mcp is a server for generating random numbers with a paid API.

An MCP server for accessing and managing coding sessions from various AI agents.

usermcp simplifies user preference management for MCPs with no database needed.

Prototype for Code Execution MCP Server enabling AI-generated Python code in a sandbox.

An MCP Server for JSer.info, enabling easy integration with VSCode.

Offline MCP server for fast Godot API documentation retrieval.

A powerful headless browser MCP server that enables AI agents to fetch web content and perform Google searches without requiring any API keys.

Pandora's Shell is an MCP server enabling AI to execute terminal commands securely.

MCPRules is a server for managing programming guidelines and rules with flexible storage.

Gemini MCP Server enhances Claude with extensive context for code analysis, web search, and brainstorming.

Meta MCP Server creates customized MCP servers with automated management and error handling.

rs_filesystem provides simple filesystem tools for MCP clients.

A lightweight library for using MCP server tools in LangChain.

Code Merge MCP is a server for extracting, merging, and analyzing code files using MCP.

An MCP server for octomind tools, resources and prompts

Model Context Protocol (MCP) Server for Bun and Elysia

A solution for managing Claude Desktop project knowledge via MCP servers.