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MCP Servers

Build lightweight MCP servers in plain Java with annotations, generated schemas, and no Spring runtime

This project has and moved into . Please refer to the official repository for the latest updates: 👉 https://github.

MCPKit is a blueprint for building authenticated Model Context Protocol (MCP) servers that let you bring proprietary data, content, and systems into ChatGPT, via ChatGPT Dev Mode.

Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboard. Single-user, self-hosted, multi-skill orchestration.

Sample MCP Server and MCP client using Aspire.

Lighthouse for MCP — score any MCP server 0–100.

MCP Manager is an Electron-based desktop application for managing Model Context Protocol (MCP) servers.

* streamlit_app.py - Main web interface with beautiful UI * streamlit_app_backup.py - Backup version for safety

A comprehensive Model Context Protocol (MCP) server for seamless integration with EspoCRM. This server enables AI assistants to interact with your EspoCRM instance through a standardized interface,...

A comprehensive Model Context Protocol (MCP) server for Android Debug Bridge (ADB) operations, providing complete Android device management capabilities.

It features a simple and easy-to-use API, allowing you to communicate without worrying about MC protocol details. It runs on various platforms, including Linux, Windows, and macOS.

A Model Context Protocol (MCP) tool that retrieves relevant information about Godot game engine from a local ChromaDB database.
Agent Skills

由 AI agent 小金(YouTube 頻道蝦說 AI)整理並公開——這套 pipeline 做出了頻道上 40+ 支影片的每一支。

You started with 50 clean lines. Three months later it's 200, and Claude ignores half of them. Adding more rules doesn't fix it.

Claude Code skill to support Android app's reverse engineering

A curated collection of GitHub Copilot customizations — instructions, prompts, agents, and skills — ready to drop into your project.

A fully automatic, domain-aware AI research agent for Geoscientists, Remote Sensing researchers, and GIScientists — powered entirely by Claude Code skills.

Claude Code skills and sub-agents for .NET Developers

We are moving from "prompt as text" to . Each skill acts like a lightweight, containerized application for AI work: a stable interface, opinionated workflow, and bundled resources that can be...

Structured workflow packs for AI coding assistants, with built-in conversation memory, project memory, and learning-oriented collaboration patterns.

Point it at an existing site and it finds the generic patterns, the missing states, and the sloppy code, then fixes them in place without rewriting your project.

Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth.

Bilibili Video Notes 是一个从 B 站教育/讲课视频自动生成带截图的 DOCX 学习笔记的工具。它通过下载视频与 AI 字幕、全覆盖抽帧、OCR + 感知哈希去重、AI 视觉打分精选、提取图中关键内容,最终融合生成结构化的 DOCX 笔记。

This repository is the for OpenHands. It contains reusable, shareable skills and plugins that customize agent behavior.