💻 编程开发 AI 工具

Experimental MCP server for parsing OXC code and generating AST.

基于Codex CLI的端到端软件交付编排器，支持新建项目与存量系统双模式，提供自主执行与人工门控两种运行策略，覆盖完整开发生命周期。

MCP Chat UI is a TypeScript/React chat interface for interacting with MCP agents via WebSocket.

MCP Client setup for development with environment variables and Poetry.

Python tools for Apple-native MCP integration with messaging, notes, and more.

MCP Blockchain Server enables AI assistants to interact with blockchain securely, ensuring user control over keys.

MCP server for writing Devvit applications

A MCP server for Google Programmable Search Engine API, enabling web search tools for compatible clients.

MCP Kit is a toolkit for building context-aware applications using LLMs and the Model Context Protocol.

A high level API around the official Swift MCP SDK

A collection of mappings for Minecraft: Java Edition, facilitating developer use.

Kroki-MCP is a CLI tool for converting textual diagrams to images via Kroki.

Mailjet MCP Server enables AI agents to interact with Mailjet APIs.

PLUMED2 MCP Server generates and optimizes PLUMED input files for molecular dynamics.

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A clojure/ring adapter for the official modelcontextprotocol Java SDK

跨多个项目编排并行Claude Code会话，通过WhatsApp实时接收进度通知，实现离屏监控AI编程任务的全流程管理工具

MCP-Go is a Go implementation of the Model Context Protocol for LLMs.

Create an MCP server in Go and deploy it using Docker.

MCP API Connect enables integration with any REST API using provided documentation and keys.

MCP provides AI access to Haskell documentation from Hackage for better programming support.

A Home Assistant Model Context Protocol Custom Component

A guide to building AI agents that interact with tools and APIs.

Join the World Wild Web Hack Night to explore MCP servers and unleash your creativity!

MkDocs MCP Plugin enables intelligent search and integration for MkDocs documentation.

A simple MCP server based on Python x32dbg and x64dbg's LyScript plugin.

MCP-axe is a plugin for automated accessibility testing using axe-core.

Stape MCP Server implements an MCP server for the Stape platform.

A NestJS MCP Server demo for LLMs using LangChain.js.

springAI+MCP

A minimal server for OpenTelemetry instrumentation using GitHub APIs.

AgentKit is a Swift framework for building AI agents with Amazon Bedrock and MCP support.

A .NET console bridge for STDIO clients to connect to MCP SSE servers.

An implementation of the Model Context Protocol (MCP), acting as a simple bridge to native OS functionalities like clipboard management and URL handling.

A flexible MCP proxy for discovering and executing tools across servers.

A Godot MCP server enabling AI assistants to interact with Godot Engine.

Toolkit for exploring LLMs and AI agents with Robot Framework RPA.

A secure MCP server providing complete SvelteKit and Tailwind CSS documentation.

MCP-Docusaurus is a toolkit for managing Docusaurus docs with FastAPI and PostgreSQL.

The Design Philosophy and Engineering Practices of AG-UI, A2UI, and MCP-UI

A .NET 9 console app using Semantic Kernel with AI integration and MCP server.

A simple GPT wrapper with MCP support for quick LLM app development.

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

A high-performance server bridging LSP servers and MCP clients, enabling AI coding assistants.

PayMCP is a lightweight SDK for monetizing MCP tools with multiple payment providers.

Convert OpenAPI specs to production-ready MCP servers with AI enhancements.

MCP Taskfile Server dynamically exposes Taskfile.yml tasks as MCP tools for AI assistants.

MCPSharp is a .NET library for building Model Context Protocol servers and clients.

MCP Tools enables precise code editing and symbol management in codebases.

A high-performance MCP server for secure terminal execution across platforms.