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MCP Servers

Complete observability platform for AI agents and MCP servers. Improve your AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patterns.

In the fast-moving world of agentic AI, two open protocols quietly solve the headaches that used to keep multi-agent projects from ever leaving the lab.

Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.

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.

Enhance your GitHub Copilot experience with comprehensive instructions, prompts, chat modes, and configurations.

一个高性能的文档转换服务器,同时支持 和 接口。将 PDF、Word 和 Excel 文档转换为 Markdown 格式,具备图片提取、页眉页脚移除和批量处理等高级功能。

A Go-based plugin for Unraid that exposes comprehensive system monitoring and control via REST API and WebSockets.

A comprehensive set of samples of creating and using MCP servers and clients with .NET

Advanced MCP Features 🐡 Dive deeper into the Model Context Protocol Now that you've got the basics of MCP down, it's time to dive deeper into the MCP features that will help you build more advanced...

is an initiative to integrate the into the GNU Image Manipulation Program (GIMP), enabling seamless interaction between GIMP and AI models.

Simple MCP Manager Desktop Application

Agentic RAG with MCP Server
Agent Skills

Other awesome lists give you paper titles.

输出 自包含 、 主线清楚 、 核心内容完整 、 证据可追溯 的 Markdown 论文阅读报告

UnrealClientProtocol Give your AI Agent a pair of hands that reach into Unreal Engine.

Create editable ad video projects from a URL with an AI coding agent. The skill plans the ad, then renders with either Remotion or Hyperframes. No video-generation AI required.

Agent skills for data, visualizations, and design. Built on the Agent Skills spec, distributed as a Claude Code plugin marketplace.

Drop anything you have to any agent or LLM. No polishing, no expensive resume consultants, no prep work needed.

面向 AI Agent 的阿里云 ECS 问题排查技能集(Agent Skills)。

一个同时兼容 Claude Code 与 Codex 的编程核心工作流 Skill。

基于 Anthropic 文章 Harness design for long-running application development 的教学复现项目。 纯 Python + OpenAI 兼容 API 实现,不依赖任何 Agent SDK。适配任何模型提供商。

A non-official Python toolkit for managing historical market data from data.binance.vision — designed from the ground up for AI agents and quantitative workflows.

A front-end intelligent application development and browser automation toolkit. It turns existing apps intelligent via WebMCP + WebSkills, and provides webmcp-cli to perceive and control any webpage...

先建立你的私人 IP 档案。以后每次提问,先用档案和数据判断你说的是根因还是症状,再给成品和一个可验证的下一步。