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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

gentle-pi installs in Pi: a senior-architect operating layer for Spec-Driven Development, focused subagents, strict TDD evidence, reviewable work units, safety guards, project/user skill discovery,...

31 skills for Claude Code covering the full academic research paper lifecycle — from literature search to slide generation — plus GitHub repository analysis for research topics.

这里收的东西,目标都很直接: - 能单独看懂 - 能尽快跑起来 - 能在真实工作流里省时间

Agentic browser automation and ui testing system — built with composable skills, subagent, command, and justfile layered architecture for repeatable, deployable browser use.

A Claude Code skill that turns "make me a chart" into a Tufte-compliant chart. Distilled from the three foundational books by Edward R. Tufte.

LightClaw: The Real Lightweight AI Assistant

⚠️ qu-ai-wei 仍在迭代,规则、分类、API 都可能变动。欢迎提 issue / discussion / PR 反馈。 繁體有自己的 AI 腔特征、用字偏好、排版规范,规则需要单独维护,留给后续版本。

给 Gemini CLI、Claude Code、Codex 等 AI 编程助手使用的 HarmonyOS NEXT 离线参考技能库。

这是一个用 Python 从零构建 AI Agent 的教学项目。项目核心是 build-agent-example/:从一次模型调用开始,后续每一步都保留前一步的全部代码和能力,逐步加入循环、history、system prompt、工具、skills、memory、规划、子代理、团队协作、MCP 和 hooks。

This project is currently in the testing stage. Star it, try it, and feel very welcome to share suggestions and feedback.

An easy-to-use web framework. Based on baize and pydantic.

compile lua2c (single binary with embedded scripts)