💻 编程开发 AI 工具

Make AI coding assistants smarter. MCP server that indexes code and documentation into a searchable vector database.

A boilerplate for building Model Context Protocol (MCP) servers in Go

A tool for finding real coding solutions from community discussions.

MCP React UI Server offers a full-featured UI for MCP with React, supporting interactive tools and session management.

UnrealMCPPlugin is a C++ plugin for Unreal Engine 5.5, enabling MCP-based control of editor operations via JSON.

A Model Context Protocol (MCP) server that provides real-time access to Drizzle ORM documentation for AI models.

Autonomous Go MCP Server - Dynamic API specification importer with self-learning capabilities

Documentation for Model Context Protocol (MCP) and its ecosystem

A local testing environment for MCP tools and LLM workflows.

Exploring MCP servers and creating a custom tool

MCP and HTTP API to navigate and fetch through isolated puppeteer contexts locally

Model Context Protocol server for Selenium WebDriver - enables LLMs to control web browsers

mcp-hub.kira aggregates multiple MCP servers behind one HTTP endpoint.

A Model Context Protocol (MCP) server that enables AI assistants to download files from URLs to the local filesystem.

A complete guide for building, securing, and deploying MCP servers.

Your APIs, Now AI Tools. Build mcp servers in a minute.

A TypeScript MCP server template with fastmcp, zod, and tsup for efficient development.

MCP Server for building and developing model context protocols.

An MCP server to drive Google Jules coding agent

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This is a simple python MCP calculator. Simple to create, implement and run a MCP server. This also help with creation of MCP server locally.

Exercise: Integrate Model Context Protocol with GitHub Copilot

"MCP server for fetching and exploring NPM package source code. Built with TypeScript, supports package browsing, file extraction, and code analysis."

This project demonstrates how to set up a Selenium MCP server with Maven + Selenium + TestNG in VSCode and generate automated test cases from textual prompts.

mcp dockerized server for sse or stdio transport

An MCP server for querying the Succinct Network whitepaper via HTTP API.

Yapi MCP Server is a Spring Boot project for building a native executable and Docker image.

A comprehensive MCP (Model Context Protocol) server template with OAuth support, JWT validation, and production-ready deployment options for Python developers.

Universal stdio→HTTP(SSE) bridge for MCP servers (Node + Python env)

This is a modular toolkit for creating MCP (Model Context Protocol) tools. Each tool is a standalone executable that can be used independently.

A Model Context Protocol server that empowers programmers in their learning journey.

AvaloniaUI.MCP is a professional MCP server for building cross-platform applications.

Unofficial Synxis CRS API MCP Server

Transform any OpenAPI/Swagger definition into a fully-featured Model Context Protocol (MCP) server.

A Cursor MCP Server for real-time git-spice documentation search.

MCP is a modular dynamic API server that reduces prompt token usage for AI assistants with easy maintenance and hot updates.

Demo of MCP

This project is a poc of MCP server generation from an openapi file. It shows how mustache templating can address the need of transform an api in a GenAI-ready API.

demonstrating Model Context Protocol (MCP) authorization with a minimal, working server implementation. Shows how tools, authorization flows, and server-client interactions work inside a VS Code MCP support.

Foxy MCP is an intelligent server for seamless access to Apifox API docs, supporting caching, mock data, and dual modes.

A minimal React setup using TypeScript and Vite with ESLint support.

Model Context Protocol server for Rust development tools (clippy, rustfmt, cargo check, cargo test)

Material UI MCP server for Cloudflare Workers

A Node.js project for building custom Weather MCP servers.

ao-mcp is a server project designed for efficient data management.

MCP is an open standard for AI models to interact with tools and data.

MCP server for Agentic agents. Originally developed for the Void editor.

Build MCP servers with FastMCP and integrate with any LLM using mcp-use.

Example of using Spring AI's MCP to call external tools in Claude AI.

A versatile file downloader with multi-threading, progress tracking, and MCP server support.