Model Context Protocol Directory

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Production-ready platform for agentic workflow development.

A collection of MCP servers.

Model Context Protocol Servers

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

The fastest path to AI-powered full stack observability, even for lean teams.

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI.

An open-source AI agent that brings the power of Gemini directly into your terminal.

✨ Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows

🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modal (Plugins / Artifacts / MCP) and thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application.

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.