💻 编程开发 AI 工具

MCP Auto PR automates pull request recommendations for efficient code review.

MCP Playground is a research toolkit for real-time data access via MCP.

MCP Clipboard Server enables clipboard access for AI assistants in WSL2.

Shopware MCP automates bugfixing for plugins using LLMs in your IDE.

Build AI agents using the Model Context Protocol (MCP) with Azure.

A Ruby Console MCP Server for executing commands and querying models via AI assistants.

MCP server demo retrieves the latest library documentation using Serper API.

A FastAPI library that provides Model Context Protocol (MCP) tools for endpoint introspection and OpenAPI documentation. This library allows AI agents to discover and understand your FastAPI endpoints through MCP.

An MCP server integrating SuperClaude features with Gemini CLI.

🧠 Connect Google Gemini to Blender via the Model Context Protocol (MCP). Secure, state-aware 3D orchestration.

MCP Boilerplate demonstrates MCP capabilities using FastAPI and Python 3.12.

Docker-based MCP tools for running code snippets.

MCP Server for various web development utilities.

专为Sui区块链打造的Move智能合约开发助手，支持对象模型、交易构建、合约编写与调试等全流程开发指导。

wxauto-mcp-sse is a WeChat automation server using MCP and SSE for real-time communication.

A protobuf plugin to auto-generate MCP manifests and proxy servers.

Helix-MCP-RS is a high-performance Rust toolkit for building type-safe MCP servers with async support.

Chat-MCP enables real-time collaboration of multiple Claude Code instances via Docker.

A lightweight, type-safe template for building ChatGPT MCP apps with Next.js.

A comprehensive resource for learning MCP with FastMCP server examples and VS Code integration.

Public repository for the Context Engine MCP by Augment Code.

A minimal MCP server with SQLite, React UI, and OpenAI chat integration.

Automated code review system using Claude AI, Gemini, and Codex.

Unity MCP enables AI assistants to interact with the Unity Editor via MCP.

ARIA Validate MCP Server validates ARIA attributes using aria-query library.

An MCP to overcome the issues I was having with opencode's bash tool

gMCP is an experimental gRPC-based MCP tool with runtime schemas, TypeScript client, and Kong gateway.

A Python toolkit for building MCP modules in chemical engineering.

A complete Common Lisp implementation of an MCP server with advanced architecture.

MCP server connecting AI assistants to Bitbucket for repository management.

A lightweight wrapper for MCP servers to intercept and modify tool calls.

A toolkit for enhancing Claude's interaction with code, featuring test logs and Java class management.

A minimal MCP server in Python to get current UTC time in RFC 3339 format.

claude-code-hub is a smart API proxy for efficient management and usage tracking.

A Model Context Protocol Server facade to simplify the implementation of agents

A code quality analysis tool based on MCP protocol, supporting multiple languages.

Setup an MCP server to do RAG over any public GitHub repo or any of your private repos

A MCP server for analyzing, downloading, and comparing WordPress.org plugins.

A Neovim LSP MCP server for accessing linter diagnostics in a workspace.

A Java class analysis service using MCP to scan dependencies and decompile classes for accurate code generation.

MCP server for AI-powered prompt engineering. Refines, analyzes & generates prompts with workspace awareness - understands your tech stack, dependencies & project context. Works with Claude Desktop, Cursor, VS Code, Windsurf, Zed & more. Free, no API key needed.

Servidor MCP completo para GitHub - Lista repositorios, issues, PRs y más. Compatible con macOS, Linux y Windows.

Unity MCP Vibe: A native C# server for AI in Unity, enabling zero-latency interactions.

Multi-Chain MCP Server integrates AI with blockchain across 12 networks.

A demonstration of A Spring Boot/AI MCP Server that tracks Bitcoin prices using CoinGecko APIs (api.coingecko.com/api/v3)

Extracts accurate Dart API docs from pub.dev for MCP clients.

Integrate Pokemon API with Claude using MCP for seamless functionality.

A TypeScript server for Linear through a model context.

An MCP server to execute command line applications with output handling.

A transport bridge for Claude Desktop supporting SSE and WebSocket connections.