💻 编程开发 AI 工具

Godot MCP is an addon that connects AI coding assistants to the Godot editor for enhanced project management.

Ruby SDK for the MCP Protocol

Remote code execution (Python, Bash, Java, and Javascript) in sandboxed Jupyter environments. Includes Ray, FastAPI, and MCP implementations.

CodeSmriti is an MCP-based system for indexing and retrieving code from GitHub.

Ace-MCP-Go is a high-performance MCP server in Go for AI assistants, offering code indexing and semantic search.

MCP servers I like

MCP server for querying World Mini Apps docs and coding assistance with Cursor.

Production-ready Fastify template with zero dependencies and optimized performance.

MCP-WebReader is a Swift server for fetching and parsing web content.

AI assisted Go Development Framework. MCP, Graph, Scaffolding, etc.

A lightweight utility for capturing, analyzing, and reporting browser console messages using Playwright MCP and GitHub Copilot

GuidMcp is a lightweight MCP server for generating GUIDs for AI assistants.

Servidores MCP

A Python client for connecting to MCP servers, supporting multiple LLMs and tool interactions.

A React-based MCP server for managing journal entries with a web viewer.

lightweight TypeScript library for composing and orchestrating [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers into domain-specific "experts"

A high-level protocol and library for building a peer-to-peer MCP network; inspired by BitTorrent.

at_mcp_server is a Dart-based server for MCP protocol with resource management tools.

MCP Server for Periphery the swift audit tool

This project demonstrates how to build an integration between LLM clients (like Claude Desktop or Copilot) and Jira using the Model Context Protocol (MCP) Kotlin SDK. It enables natural language control and automation of Jira tasks via MCP.

MCP Server facilitates user management for applications using LLMs.

Codex MCP Server for Ebka Caido Plugin enables communication with Codex sessions.

This is a Model Context Protocol (MCP) server that provides ID generation capabilities to AI assistants.

A multi-functional server collection based on Model Context Protocol (MCP) for file reading, terminal management, and AI services.

Set up the GitHub MCP Server for Claude Desktop to interact with GitHub repositories.

A multi-agent debate framework for code review and planning with severity scoring.

Context Tools MCP Server provides AI agents with library docs, semantic search, and web scraping.

Model Context Protocol server providing powerful and efficient codebase search tools, including full AST support for 15 languages

MCP Hub Tools provides an HTTP server for discovering MCPs via a standardized interface.

Use Gemini 3 Pro and Sonnet 4.5 to double-check the plan/code for codex-5.1-cli

yardmcp is a server for querying Ruby gem documentation using YARD and FastMCP.

MCP Docs Tools: Node.js server for generating Python project documentation.

Comprehensive MCP server that can interface with various Ansys products

Documentation MCP for Agent Development Kit (ADK) for enhanced context retrieval for coding agents

Demonstrates efficient AI code execution using MCP principles, saving up to 98% tokens.

This project implements an MCP-Client service that is compatible with the OpenAI API format, allowing interaction with the local MCP-Server through the standard OpenAI API interface.

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A lightweight MCP server which connects to other MCP servers, handles OAUTH, and intelligently exposes the correct tools to the client.

A specification-driven MCP server for structured project management in AI tools.

Cursor-history-MCP enables easy search of your Cursor IDE chat history.

Ruby gem for accessing RubyGems and version info via MCP server tools.

Magento MCP server

MCP Server for DevExpress components, enabling AI-assisted coding and documentation access.

VibeLink enables AI agents to autonomously interact with Unity projects via MCP Server.

Brest-mcp-server simplifies the creation of Model Context Protocol servers with zero configuration. It offers a user-friendly command-line interface, automatic integration with the Claude Desktop app, and follows Python packaging standards, making it easy to set up and start building your server project quickly.

Pulse is a terminal task manager for developers, integrating CLI, TUI, and MCP server.

This is an MCP tool that allows you to convert your 2API projects (whether it's docker, cfwork, or other workflow code) into a GitHub repository with a single click using AI. You just need to create the corresponding files in your repository as instructed by the AI, and then quickly import your MCP using this JSON, and you're done.

Zed Claude Code is a multi-protocol server for integrating Claude Code and Zed via ACP and MCP.

PyPI Scout is an intelligent MCP server for exploring and analyzing Python packages.

A tool for managing extensions for Claude desktop app and Cursor IDE.