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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

Data visualization Skill for AI Agents, turning data into polished, interactive HTML charts. 面向 AI Agents 的数据可视化 Skill,将数据快速生成精致、可交互的 HTML 图表。

Create and share 3D architectural projects.

Keep a Changelog records what changed. Keep the Why preserves why it changed.

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

Curated Hermes Agent profiles for specialist swarms. Each profile packages a role identity (SOUL.md), skill dependencies, and configuration for a specific architecture/engineering capability that can...

mimeograph — a stencil duplicator; a machine for reproducing the same piece of writing, over and over, in anyone's hands.

Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.

Install the H3 prompt writing skill — one of nine skills bundled with this repository:

The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next.

用 GitHub 打造 AI 智能体:长期记忆 + AI Agent 技能包(UI/UX、图片生成、SEO)+ GitHub Actions 自动化 + Copilot 编程 Agent,支持 Vibe Coding 快速孵化项目。

Mathodology 是一套**,面向 Claude Code、Codex 等兼容 Agent Skills 的 AI 编程工具。它把获奖级数模方法论——问题拆解、模型构建、可复现实验、获奖级论文写作、提交包组装——沉淀为可直接加载的项目 skills、subagents 和 workflow 模板。

Opinionated AI coding agent and dev environment automation for macOS that dominates your dev setup like cats rule the Internet.