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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

Open-source Claude Code skills that blend product thinking with engineering rigor. Built for multi-skilled builders.

BettaFish-skill:改造自BettaFish(微舆),多Agent舆情分析助手,可以用在Claude Code、OpenClaw、Cursor等支持Skills的Agent中,更方便使用

Skills for building with Zoom SDKs, APIs, MCP servers, and integrations across web, mobile, desktop, and server environments.

A framework-agnostic, git-native standard for defining AI agents

科研写作助手 (Research Writing Assistant)

Pi extension for async subagent delegation with truncation, artifacts, and session sharing

One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge...

A skill family for shaping the research storyline of CCF-A papers.

PhyAgentOS is a Recursive Self-Improving (RSI) physical agent operating system that enables agents to recursively self-improve through agentic workflows.

东方编辑部 × 数字山水风交互式知识图谱 — 双击 HTML 文件即可在浏览器中探索。搜索、社区图例、聚焦筛选、节点视觉分层、社区轻量地图、统一社区抽屉、悬停预览、轻量摘要、明确进入阅读、Shift 多选、画布缩放拖拽和小地图定位,全部离线运行,不依赖服务器。

Make any LLM talk like a normal person. A system prompt that removes AI slop.

Intelligent prompt optimization for Claude Code. It injects the right context at the right moment - at prompt submit, tool use, and subagent start - so Claude has what it needs before it acts.