💻 编程开发 AI 工具

Lite_MCP_sdk offers a simple JavaScript SDK for AI Agent tech, accessible to beginners.

Simplest MCP layer.

Unity MCP Server enables Claude to assist with Unity projects via natural conversation.

Examples for solon-ai-mcp with support for multiple Java versions and various use cases.

MCP server for accessing Appian's design system documentation via GitHub.

A Rust MCP Server example using SSE for communication and a simple addition tool.

AI Coding Assistance Feedback Tool MCP

A Spring Boot-based MCP server for dynamic API mocking in AI assistants.

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

Examples for solon-ai-mcp supporting multiple Java versions, showcasing LLM and MCP functionalities.

Experimental MCP Agent framework based on Model Context Protocol.

Fastmail MCP Server for TypeScript development with secure token-based auth.

mcp-runtime is a pre-configured environment for easy MCP server setup.

Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.

MCP Agent Tool Adapter enables modular tool invocation via the MCP protocol.

Gitingest MCP is a server for turning Git repositories into text digests, integrating with AI assistants.

MCP Compose is a Python-based tool for managing and deploying MCP servers.

A complete MCP server for Godot 4 + C#, enabling AI assistants to access and modify runtime info.

MCP Server for raw Discord API access with REST and slash commands.

mcpport is a lightweight gateway for Model Context Protocol, enabling AI application connectivity.

A template for building intelligent agents using LangGraph and OpenRouter with dynamic MCP tool loading.

uMCP is a server implementation of the MCP protocol, designed for working with the AI in Unity.

A Model Context Protocol (MCP) server for Flowbite-Svelte documentation, enabling component search and retrieval.

[pre-release, testing usage] A Model Context Protocol (MCP) server that enables AI Agents to request and manage Selenium browser instances through a secure API. Perfect for your automated browser testing needs! 🚀 [In development: creating usage examples and in-cluster setup]

A zero-dependency MCP server for Chrome automation via debugging protocol.

Standalone terminal browser for web scraping and content extraction.

A Minecraft API and MCP server for experimentation with LLMs.

A modern MCP server and CLI for exploring packages on jsr.io with TypeScript support.

Personal open-source contribution assistant — MCP Server → Agent

A PHP-based MCP server that allows AI agents to interact with Yii2 Gii for automated code generation and scaffolding.

CodeWeaver provides precise semantic code search for AI agents across 166+ languages.

A lightweight MCP server for creating compact JSON skeletons, preserving structure without full data.

MCP Specification Server for LLM integration with Model Context Protocol.

ts-mcp is an example application for MCP TanStack, demonstrating remote commands.

A Docker container providing a web-based desktop with Playwright MCP for browser automation.

Presentation materials on .NET and MCP from the event on 20/08/2025.

A Model Context Protocol server for integrating CodeQL N1ght with AI assistants for automated code analysis.

A template for MCP client projects with Vite, TypeScript, and OAuth2.1 support.

Spring AI MCP Gateway is an educational project for configuring MCP clients and servers with OAuth 2.1.

MCP Ecosystem Platform: A suite of 11 MCP servers for AI code analysis, security, and automation.

A tiny bridge exposing your local Gemini CLI as an MCP stdio server.

MCP-Ghidra5 is an advanced MCP server integrating Ghidra with GPT-5 and other AI models.

Mastering MCP is a practical guide for developing AI agents.

StrawMCP is a Dart SDK for integrating Dart/Flutter apps with MCP services.

SupaMCP is a cross-platform MCP server/client in C, supporting multiple transport options and extensibility.

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MCP servers for connecting debuggers to AI agents. Supports GDB, LLDB and PDB.

MCP server for code collection and documentation

xiaozhi-mcp is an open-source Python project for easy automation integration and development.

A MCP Server for any API