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MCP Servers

Python implementation for building AI Agent with MCP (Model Context Protocol) tools and MCP server/client architecture.

"The question is not what you look at, but what you see." — Henry David Thoreau

This project demonstrates an Agent Development Kit (ADK) agent that interacts with a local SQLite database.

Create production-ready MCP servers in PHP with modern architecture, and flexible transport options.

This is a Model Context Protocol (MCP) server implementation for Redmine. It integrates with Redmine's REST API to provide ticket and project information to LLMs.

MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine.

阿里云 MCP Server 是一个强大的云服务集成平台,通过 Model Context Protocol (MCP) 为 AI 应用提供阿里云服务的无缝集成能力。该平台支持数万个阿里云 OpenAPI,让开发者能够轻松地将阿里云的各种服务能力集成到 AI 工作流中。

is a comprehensive MCP-native system that serves as a complete AI agent operating system. It exposes dozens of powerful capabilities through the Model Context Protocol, enabling advanced AI agents to...

⚠️ : This registry is currently in active development and testing phase. The API and data structure may change. Not recommended for production use yet.

An MCP (Model Context Protocol) server that connects AI coding assistants to -- the industry-standard MBSE tool for SysML and UML modeling.

🐉 The fast, PHP way to build MCP servers

MCPCorpus is a comprehensive dataset for analyzing the Model Context Protocol (MCP) ecosystem, containing ~14K MCP servers and 300 MCP clients with 20+ normalized metadata attributes.
Agent Skills

Speclip Skills:开源 AI 视频工作流、FFmpeg、字幕布局与视频剪辑 Agent Skills

人们往往是在看过具体画面之后,才真正知道自己在意什么。 所以 UI Skill Lab 先让团队看到 UI 长什么样,再让 Codex / Claude Code 按定稿实现、验收和修复。

Curated agent skills for CesiumJS development — 14 domain skills covering ~551 public symbols across the CesiumJS v1.143 API surface.

A collection of reusable AI agent skills for research, intelligence gathering, design, and content creation. Drop a folder into your agent's skills directory and it just works.

A collection of Claude Agent Skills for Shopify Liquid theme development. Three skills organized by scope — Liquid language fundamentals, coding standards, and accessibility.

基于 Google 官方 SEO 文档构建的专业 SEO 诊断和优化技能。支持 OpenClaw / Claude 等 AI 助手,即问即用。 A professional SEO diagnostic and optimization skill built on 207 official Google SEO documents.

AI Agent Skills for Wan — Enable your AI Agent to easily leverage Wan's AIGC capabilities.

A curated set of practical skills and examples for building AI applications using Sarvam APIs.

Agent Skill for working with Jujutsu VCS

Community-maintained skills for AI agents to help them save tokens and write to the world.

Agent skills for building with the Shelby ecosystem. Each skill provides structured documentation that AI coding agents (Claude Code, Cursor, Copilot, etc.

The implementation of karpathy/llm-wiki.md