💻 编程开发 AI 工具

Kiro Forge: A comprehensive documentation project for developers.

A preconfigured development container for AI-assisted development with Claude using MCP server.

A Cloudflare Workers-based service for creating MCP servers from OpenAPI schemas.

CopilotHub – an open directory where developers can discover and contribute high‑quality prompts, instructions, agents, tools, and MCP servers for GitHub Copilot

PHP MCP Schema provides DTOs and type definitions for MCP applications.

MCP Prompt Router optimizes coding sessions with context compression and dynamic model routing.

Semantic code search for Model Context Protocol clients, powered by cocoindex flows and a Postgres + pgvector backend.

MCP Server for structuring debugging processes into reusable knowledge graphs.

A secure vector memory MCP server for AI coding assistants with semantic search and persistent storage.

FormPilot automates web form submissions using markdown and Playwright MCP.

Quickstart guides for MCPF: run, build, or deploy in minutes.

A real-time MCP server for Claude Code instances to communicate.

A boilerplate for quickly setting up a Model Context Protocol (MCP) server.

A tool for querying GitHub's GraphQL API using MCP.

Python server for Model Context Protocol (MCP) to access TorchRDIT code templates.

YApi MCP Server integrates with YApi for auto-generating TypeScript types, Mock data, and API requests.

A lightweight server for executing API tools using the MCP protocol.

A full-stack FastAPI MCP UI app with AI assistant and reminders management.

MCP Safari Server enables programmatic control of Safari for automation and testing.

A simple MCP server example with streamable HTTP transport and tools.

MCP Server: A Spring AI-based server for mathematical tools via JSON-RPC.

Open APIs specs to MCP server in seconds. Offical project of convertmcp.com

console-bridge captures browser console logs for AI debugging.

MCP server template for secure todo management with Azure AD OAuth.

MCP Server for Telegram chatbot use.

melobot protocol for managing Minecraft server processes.

A local proof-of-concept MCP server for RSpace using Python client.

Dialectic is a Rust-based MCP tool for structured code reviews in VSCode.

Channex MCP is an open-source server for interacting with the Channex.io API.

AI-powered MCP server for Unity, offering code analysis and pattern detection.

MCP TypeScript is a backend server offering tools via a REST API, built with Node.js and Express.

MCP Server Starter: A production-ready server with OAuth, logging, and security features.

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A simple JSON-RPC 2.0 server implementing the Model-Client-Protocol.

MCP server demo connects a counter app on Linera blockchain via GraphQL.

MCP server for secure random numbers and resources using Node's crypto.

Containerized browser automation server using Playwright's MCP for real-time control.

A fast MCP server for structured access to MSFS SDK documentation.

A comprehensive demonstration of Model Context Protocol (MCP) servers and clients, showcasing AI-powered tools and multi-agent systems for code analysis, security scanning, and intelligent automation.

Collection of MCP Server's

A powerful MCP server for directory analysis and file editing.

Model Context Protocol (MCP) for Cultured Code Things

Vectorize Cursor chat history and access it via a search API.

A TypeScript-based MCP server for real-time AI collaboration in Jupyter notebooks.

A simple MCP server to expose app functions to AI agents.

Enhance GitHub Copilot with Python and Langchain using MCP.

A LaTeX MCP server enhancing VSCode writing with automated tools.

An MCP server for Cursor IDE, enabling AI-driven UI component generation and customization.

Foundry MCP enables AI coding assistants to maintain project context across sessions.

An unofficial MCP(Model Context Protocol) Go/Golang SDK🎉🎉🎉