💻 编程开发 AI 工具

FastMCP server for semantic document indexing and Git diff analysis.

markdownlint-mcp is an MCP server for linting, formatting, and validating Markdown files.

An MCP server for automated PR analysis and Slack notifications.

Java Spring Boot backend server for MCP, offering RESTful APIs.

A Rust-based MCP server with Axum, supporting LLMs and multiple transports.

MCP server for generating, inspecting webhooks, and replaying requests.

MCP tool for structured AI feature development through a three-phase workflow.

Demo repository showcasing Amazon Q's code analysis and automation features.

Inspired by Manus, this is a minimalist implementation of Manus, perhaps a precursor to MCP.

Houdini_MCP

Shannon MCP is a comprehensive server for Claude Code, enabling programmatic control via MCP.

A versatile MCP server for accurate color conversions across various formats.

Run Ollama AI models and Jupyter Notebook in a GPU-optimized Docker setup.

Ultimate-MCP is a powerful AI coding assistant with 81 tools and 50+ models.

AI-powered code generator using Model Context Protocol (MCP).

Open MCP is an open-source application management platform for GitHub apps.

A high-performance MCP server for analyzing and tracking GitHub starred repositories.

MCP Mermaid Enhanced generates high-res Mermaid diagrams with auto file saving.

WhatsApp-MCP is a streamable messaging server for real-time communication using Twilio API.

自动扫描React/Next.js组件，生成Jest+RTL单元测试、集成测试及E2E测试桩代码，提升测试覆盖率与开发效率。

Voyager-MCP is a dynamic CLI tool server for coding agents, allowing real-time command execution.

Advanced Flutter development tools with intelligent caching and token management. Easily integrate with Claude Desktop and Cursor. 🌟🐙

A project for interacting with MCP servers and developing custom ones.

MCP servers project for managing and deploying server instances.

YApi MCP Enhanced is a powerful tool for API management and documentation.

Sync ModelScope MCP server to Chatbox with one-click, supporting smart naming and cross-platform path detection.

The persistent memory and context layer for AI coding assistants (MCP Server).

MCP_pub provides a simple tutorial for setting up an MCP server using pure Python and HTTP.

A parser for source maps, facilitating debugging and code analysis.

This code fixes a bug in Python SDK Server. While i hope the PythonSDK will be fixed soon, this code is a sticky plaster for editing the Request and Response model of a Custom Connector for MCP servers.

a b1.7.3 Babric template mod using MCP mappings

MCP Unity Editor is a game engine integration for creating interactive experiences.

An adapter connecting MCP Streamable HTTP clients to MCP STDIO servers.

Redis MCP library for Java

NPM MCP Server allows natural language control of desktops using NPM and Python.

A Go-based MCP server enabling real-time Q&A between AI agents and users via WebSocket.

Template for MCP server deployments. Examples include copilot studio and langchain

prestashop-mcp

Ethereum JSON-RPC to MCP

Symbols MCP enables efficient codebase exploration via a Language Server.

MCPWebChat enables WebChat via MCP, addressing long connection issues and supports custom MCP Servers.

A beginner-friendly MCP server and client implementation with examples.

为Web、API、移动、CLI、浏览器扩展应用生成标准化项目结构、工具链和配置,加速项目启动。

Model Context Protocol (MCP) server for the Claude Client that instructs it how to properly code Python projects using CrewAI.

Spring MCP Gateway routes and manages multiple MCP servers efficiently.

🚀 A DevOps-friendly template with CI/CD, Docker, and Documentation-as-Code (DaC) for building MCP server .

Step-by-step guide for setting up GitHub MCP server with Claude Desktop

MCP Server for Claude-Gemini peer programming workflow

mcp-server

A Next.js app showcasing MCP integration with Shape onchain tools.