💻 编程开发 AI 工具

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Universal goal-agnostic parallel orchestration framework - MCP server implementation transforming Disler's infinite loop concept into production-ready universal system

Simple extendable MCP for local devs.

MCP Git Local Blame Server provides git blame info for files and line ranges.

This repo is developmented by Codex CLI

ChatCod brings free online AI chats into any IDE via MCP—no APIs required. It automatically gathers code context, intelligently expands file selection, uses browser automation to query multiple free AI platforms (ChatGPT, Claude, Gemini), and returns structured code modifications.

Deploy a remote MCP server on Cloudflare Workers without authentication.

https://mintcdn.com/mcp/bEUxYpZqie0DsluH/images/mcp-simple-diagram.png?fit=max&auto=format&n=bEUxYpZqie0DsluH&q=85&s=35268aa0ad50b8c385913810e7604550

A containerized code sandbox server for executing Python and Bash code.

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A C# implementation of a Model Context Protocol (MCP) server for chat agents.

A cross-platform MCP (Model Context Protocol) server for ripgrep that provides powerful search capabilities with seamless support for Windows, macOS, and Linux, plus enhanced security features.

A lightweight and extensible MCP (Model Context Protocol) server implementation built with Express.js and TypeScript. This template provides a solid foundation for building AI-powered applications that can communicate with MCP-compatible clients through Server-Sent Events (SSE).

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MCP server that turns natural language into executable Python scripts.

This is an AI-driven test automation framework using natural language prompts with Playwright MCP

metismcpsite is a T3 Stack project for easy app development.

Fetch MCP server that you can run with streamable HTTP transport

Integrantes: Juan armando Linares, Cesar Martel, Junior Sulca, Rodrigo guerra, Jair Urbano y Zaith Saens

A Laravel package that implements the Model Context Protocol (MCP) server specification, enabling AI models to interact with your Laravel application through a standardized protocol.

GenAI, MCP, Springboot, AWS, Docker

convert fastapi endpoint to mcp server using fastmcp

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A free base repository for Community Day featuring Next.js 15, shadcn/ui, and MCP servers.

A server for managing documents in various desktop applications.

SwiftMCP is a type-safe Swift framework for building MCP servers easily.

Custom OpenAPI MCP Server for dynamic API discovery and integration.

mcp server, safe fs writer, reconciler

FastMCP server for web content extraction with Docker support

A tutorial for managing bookmarks using MCP Server.

Servidor MCP personalizado para automatización de navegadores usando Puppeteer

MCP server for submitting test requests and listing OS composes.

Production-ready MCP server for real-time frontend development news aggregation and analysis. Built with Go, featuring enterprise-grade architecture, comprehensive testing, and Docker deployment.

Swift MCP Server provides tools for documentation search, linting, and formatting.

A minimal MCP server for remote Ollama access via VS Code/Rider.

AI orchestration tool for Claude Code with MCP state management, review workflows, and plugin auto-update

Between the Clicks MCP Automation with Vision and Control.

AI-Cookbook integrates Pattern and Workflow with Model Context Protocol MCP and Fast API.

🚀 Public template for creating MCP servers compatible with App2Chat marketplace.

A Java-based MCP server for learning and building MCP servers with tools and templates.

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MCP Server for analyzing and summarizing code project architecture.

A comprehensive repository for learning AI app development and automation tools.

🛠️ SungDB MCP Server: FastMCP-based GDB process management for ARM cross-compilation debugging. Supports Cursor & Claude Desktop integration with 16+ GDB tools.

MCP Weather demo as in https://modelcontextprotocol.io/quickstart/server

Turn every npm script in your project's `package.json` into an MCP tool your AI assistant can invoke.

An intelligent codebase navigator powered by MCP. NAVI builds semantic maps of your projects, generates ASCII trees, explores dependencies, and lets AI agents query your repository with precision. Forget blind searches — NAVI helps you find the right file, the right function, at the right time.

A microservice that generates BDD test plans from Figma designs.

A Telegram MCP Server for AI assistants to interact with the Telegram Bot API.