Skill Of Skills MCP Server

Skill of Skills

The quality-ranked directory for AI coding skills — scored across Claude Code, Cursor, Codex, Windsurf, Cline & more. Ranked by structural quality, reputation, and proven adoption — not raw popularity.

1,600+ skills across 10 skill types · 460+ at the Curated tier (⭐ quality ≥120) · indexed repos total 21,200,000+ ⭐. Intake items awaiting classification are included in the skills total but excluded from the skill-type breakdown.

(counts as of 2026-11-04 21:25 UTC; the badges above are live)

✅ Verified working: stars say a repo is popular; this says it works. Each skill, plugin and MCP server is installed at a pinned commit in a fresh Claude Managed Agents sandbox, and a deterministic harness records whether it runs or loads clean. How it works

🌐 Browse the Directory · 📖 Guides · 🧭 Collections · 📊 Analytics

🤖 Agent-native: connect via MCP — claude mcp add --transport http skill-of-skills https://skills.911fund.io/api/mcp (quality-ranked search, profiles, risk assessments, demand pulse; scores are evidence, not endorsements). Docs: llms.txt

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Contents

• 🏆 Best of the Best
• 🔥 Trending Now
• Latest
• Library & API Reference
• Product Verification
• Data Fetching & Analysis
• Business Process & Team Automation
• Code Scaffolding & Templates
• Code Quality & Review
• CI/CD & Deployment
• Runbooks
• Infrastructure Operations
• Agent Orchestration
• Verified working
• How It Works

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🏆 Best of the Best

The highest-quality, most trustworthy skills in the directory — ranked quality-first (structural quality, reputation, and proven adoption over raw hype).

• 🔥 📚 ⭐ openai/openai-agents-python ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows by openai (30.5k ⭐)
• 🔥 ⌨️ ⭐ sandbox-runtime ▶ Runs 🔧 R:🟡 M:🟢 — A lightweight sandboxing tool for enforcing filesystem and network restrictions on arbitrary processes at the OS level, without requiring a container. by anthropics (7.0k ⭐)
• 🔥 📦 ⭐ affaan-m/ECC 🤖🖱️🧠 R:🟡 M:🟢 — The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. by affaan-m (296.6k ⭐)
• 🔥 ⌨️ ⭐ hermes-agent ▶ Runs 🧠 R:🟡 M:🟢 — The agent that grows with you by NousResearch (260.3k ⭐)
• 🔥 📦 ⭐ garrytan/gstack ▶ Runs 🤖🧠 R:🔴 M:🟢 — Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA by garrytan (138.9k ⭐)
• 🔥 ⌨️ ⭐ graphify ▶ Runs 🤖🧠 R:🟡 M:🟢 — AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. by Graphify-Labs (141.9k ⭐)
• 🔥 📄 ⭐ impeccable ▶ Runs 🤖🖱️🧠 R:🟡 M:🟢 — The design language that makes your AI harness better at design. by pbakaus (101.7k ⭐)
• 📈 📚 ⭐ anthropics/claude-agent-sdk-python ✓ Loads clean 🤖 R:🟡 M:🟢 — Python SDK for building agents with Claude that supports querying Claude Code, running tools (Read, Write, Edit, Bash), managing permissions, defining custom tools as MCP servers, and bidirectional interactive conversations through ClaudeSDKClient. by anthropics (8.4k ⭐)
• 📈 📚 ⭐ openai/openai-agents-js ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows and voice agents by openai (4.0k ⭐)
• 🔥 📚 ⭐ AiSOC ▶ Runs 🧠 R:🔴 M:🟢 — Open-source AI-powered Security Operations Center — alert fusion, purple-team drills, agent-assisted triage, MITRE ATT&CK investigation. MIT-licensed, self-hostable. by beenuar (7.0k ⭐)

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🔥 Trending Now

Quality-gated momentum — what's genuinely gaining traction right now.

• 🔥 📦 ⭐ mattpocock/skills ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — Skills for Real Engineers. Straight from my .claude directory. by mattpocock (311.6k ⭐)
• 🔥 📦 ⭐ superpowers ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — An agentic skills framework & software development methodology that works. by obra (311.9k ⭐)
• 🔥 📦 ⭐ affaan-m/ECC 🤖🖱️🧠 R:🟡 M:🟢 — The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. by affaan-m (296.6k ⭐)
• 🔥 🔗 🔷 rea ▶ Runs 🤖🧠 R:🔴 M:🟢 — Reverse engineer anything with agents, from app behavior down to native binaries. by morluto (427.6k ⭐)
• 🔥 📚 🔷 deepseek-harness 🤖🧠 R:🟢 M:🟢 — DeepSeek Harness: Everything is a Plugin. by deepseek-ai (271.3k ⭐)
• 🔥 📦 🔷 ponytail ✓ Loads clean 🤖🖱️🧠📟 R:🟡 M:🟢 — Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. by DietrichGebert (183.8k ⭐)
• 🔥 ⌨️ 🔷 spec-kit ▶ Runs 🧠 R:🟢 M:🟢 — 💫 Toolkit to help you get started with Spec-Driven Development by github (146.7k ⭐)
• 🔥 ⌨️ ⭐ graphify ▶ Runs 🤖🧠 R:🟡 M:🟢 — AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. by Graphify-Labs (141.9k ⭐)

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🆕 Latest

• 📚 🔷 MCPJungle 🤖🧠 R:🟡 M:🟢 — One place to manage & connect to all your MCP servers by mcpjungle (1.6k ⭐) — discovered Nov 4
• 📄 🔷 apple-design-skill ✓ Loads clean 🤖🖱️🧠 R:🟡 M:🟢 — Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electron, React Native. Compatible with Claude Code, Cursor, Codex. by dickwu (2.7k ⭐) — discovered Nov 4
• 🔗 🔷 mcp ▶ Runs 🧠 R:🟡 M:🟢 — Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser by BrowserMCP (7.3k ⭐) — discovered Nov 4
• 🔗 ⭐ ffmpeg-skill ▶ Runs 🤖🧠 R:🟡 M:🟢 — Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys. by kajisho5 (4.5k ⭐) — discovered Nov 3
• 📦 🔷 nature-skills ▶ Runs 🤖 R:🟡 M:🟢 — 符合nature论文学术表达和科研绘图的Skill by Yuan1z0825 (52.1k ⭐) — discovered Nov 3

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📖 Library & API Reference

• 📦 🔷 Claude Plugins Official 🤖 R:🟢 M:🟢 — Official, Anthropic-managed directory of high quality Claude Code Plugins. by anthropics (46k ⭐)
• 📄 🔷 claude-cookbooks ✓ Loads clean 🤖 R:🟡 M:🟢 — A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. by anthropics (54.2k ⭐)
• 📦 ⭐ affaan-m/ECC 🤖🖱️🧠 R:🟡 M:🟢 — The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. by affaan-m (296.6k ⭐)
• ⌨️ ⭐ hermes-agent ▶ Runs 🧠 R:🟡 M:🟢 — The agent that grows with you by NousResearch (260.3k ⭐)
• ⌨️ ⭐ graphify ▶ Runs 🤖🧠 R:🟡 M:🟢 — AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. by Graphify-Labs (141.9k ⭐)
• 📦 🔷 openai/skills ✓ Loads clean 🤖 R:🟢 M:🟢 — Skills Catalog for Codex by openai (28.5k ⭐)
• 📚 ⭐ anthropics/claude-agent-sdk-python ✓ Loads clean 🤖 R:🟡 M:🟢 — Python SDK for building agents with Claude that supports querying Claude Code, running tools (Read, Write, Edit, Bash), managing permissions, defining custom tools as MCP servers, and bidirectional interactive conversations through ClaudeSDKClient. by anthropics (8.4k ⭐)
• 📚 ⭐ openai/openai-agents-js ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows and voice agents by openai (4k ⭐)
• ⌨️ ⭐ colbymchenry/codegraph ▶ Runs 🤖 R:🟡 M:🟢 — Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local by colbymchenry (76.4k ⭐)
• 📚 🔷 modelcontextprotocol/ext-apps ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers by modelcontextprotocol (3k ⭐)
• 📄 ⭐ video-use ✓ Loads clean 🤖 R:🔴 M:🟢 — Edit videos with coding agents by browser-use (30.5k ⭐)
• 🔗 ⭐ DeusData/codebase-memory-mcp ▶ Runs 🔧 R:🟢 M:🟢 — High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. by DeusData (48.1k ⭐)
• 📦 ⭐ antigravity-awesome-skills ▶ Runs 🤖🖱️ R:🟢 M:🟢 — The Ultimate Collection of 700+ Agentic Skills for Claude Code/Antigravity/Cursor. Battle-tested, high-performance skills for AI agents including official skills from Anthropic and Vercel. by sickn33 (49.1k ⭐)
• ⌨️ 🔷 anthropic-sdk-python ✓ Loads clean 🤖 R:🟢 M:🟢 — anthropic-sdk-python by anthropics (4k ⭐)
• ⌨️ ⭐ Soup ▶ Runs 🧠 R:🟡 M:🟢 — Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. by MakazhanAlpamys (10.1k ⭐)
• 📦 ⭐ caveman ▶ Runs 🤖🖱️🧠📟 R:🔴 M:🟢 — 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman by JuliusBrussee (117.3k ⭐)
• 🔗 ⭐ ghidra-mcp ▶ Runs 🤖🧠 R:🟡 M:🟢 — Ghidra MCP Server — 194 MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment. by bethington (6.1k ⭐)
• ⌨️ ⭐ earendil-works/pi 🤖🧠 R:🟡 M:🟢 — AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI by earendil-works (119.9k ⭐)
• 📚 ⭐ OmniRoute ▶ Runs 🤖🧠 R:🔴 M:🟢 — OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for reliable, cost-aware inference. by cheaper-inference (84.3k ⭐)
• 📚 ⭐ heygen-com/hyperframes ▶ Runs 🤖🧠 R:🟡 M:🟢 — Write HTML. Render video. Built for agents. by heygen-com (78.4k ⭐)
• ⌨️ ⭐ gemini-cli ▶ Runs 🤖🧠 R:🔴 M:🟢 — An open-source AI agent that brings the power of Gemini directly into your terminal. by google-gemini (108.7k ⭐)
• ⌨️ ⭐ App-Store-Connect-CLI ✓ Loads clean 🤖🧠 R:🔴 M:🟢 — Fast, scriptable CLI for the App Store Connect API. Automate TestFlight, builds, submissions, signing, analytics, screenshots, subscriptions, and more. JSON-first, no interactive prompts by rorkai (8.2k ⭐)
• 📚 🔷 openai-python ✓ Loads clean 🔧 R:🟢 M:🟢 — The official Python library for the OpenAI API by openai (32k ⭐)
• 🔌 ⭐ CLI-Anything ✓ Loads clean 🤖 R:🟡 M:🟢 — "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ by HKUDS (58.2k ⭐)
• 📚 ⭐ xingkongliang/skills-manager ✓ Loads clean 🤖 R:🟡 M:🟢 — A lightweight desktop app to manage, sync, and organize AI agent skills across 15+ coding tools — Cursor, Claude Code, Codex, Copilot, and more. by xingkongliang (7.2k ⭐)
• ⌨️ ⭐ can1357/oh-my-pi ▶ Runs 🤖🧠 R:🔴 M:🟢 — ⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more by can1357 (37.7k ⭐)
• ⌨️ ⭐ Graft ▶ Runs 🤖 R:🟡 M:🟢 — Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase. by trailhq (11.1k ⭐)
• 📚 🔷 deepseek-harness 🤖🧠 R:🟢 M:🟢 — DeepSeek Harness: Everything is a Plugin. by deepseek-ai (271.3k ⭐)
• 📚 🔷 python-sdk ▶ Runs 🤖🧠 R:🟡 M:🟢 — The official Python SDK for Model Context Protocol servers and clients by modelcontextprotocol (24.8k ⭐)
• 📚 ⭐ headroom ▶ Runs 🤖🧠 R:🟢 M:🟢 — Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. by headroomlabs-ai (78.8k ⭐)
• 📚 ⭐ Tencent/WeKnora 🤖 R:🟡 M:🟢 — Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. by Tencent (36.4k ⭐)
• 🔗 ⭐ context-mode ▶ Runs 🤖🧠 R:🔴 M:🟢 — Privacy-first. MCP is the protocol for tool access. We're the virtualization layer for context. by mksglu (33.4k ⭐)
• 📄 ⭐ browser-use/browser-harness 🤖 R:🔴 M:🟢 — Browser Harness | Self-healing harness that enables LLMs to complete any task. by browser-use (18.8k ⭐)
• ⌨️ 🔷 worktrunk ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows by max-sixty (10.6k ⭐)
• 📚 ⭐ HKUDS/RAG-Anything ✓ Loads clean 🔧 R:🟢 M:🟢 — "RAG-Anything: All-in-One RAG Framework" by HKUDS (24.4k ⭐)
• ⌨️ ⭐ googleworkspace/cli ✓ Loads clean 🤖🧠 R:🔴 M:🟢 — Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills. by googleworkspace (32.1k ⭐)
• 📦 🔷 AgriciDaniel/claude-seo ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, semantic clustering, e-commerce SEO, international SEO, Google APIs, and PDF/Excel reporting. Optional DataForSEO, Firecrawl, and Banana extensions. by AgriciDaniel (26.4k ⭐)
• ⌨️ ⭐ zlib ✓ Loads clean 🤖 R:🟡 M:🟢 — A command-line tool for Z-Library. Search, download, send to Kindle, and integrate with AI agents. by heartleo (1.5k ⭐)
• 🧠 ⭐ ai-memory 🤖🧠 R:🟡 M:🟢 — Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors by akitaonrails (15.1k ⭐)
• 🔌 🔷 openai/codex-plugin-cc ✓ Loads clean 🤖 R:🔴 M:✅ — Use Codex from Claude Code to review code or delegate tasks. by openai (34.9k ⭐)
• 📦 🔷 addyosmani/agent-skills ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — Production-grade engineering skills for AI coding agents. by addyosmani (113.1k ⭐)
• 📚 🔷 whisper ▶ Runs 🔧 R:🟢 M:🟢 — Robust Speech Recognition via Large-Scale Weak Supervision by openai (111.9k ⭐)
• ⌨️ ⭐ jackwener/opencli ▶ Runs 🤖 R:🔴 M:🟢 — Make Any Website into CLI & Use your logged-in browser by AI agent. by jackwener (30.9k ⭐)
• 📦 ⭐ Imbad0202/academic-research-skills ✓ Loads clean 🤖 R:🟢 M:🟢 — Academic Research Skills for Claude Code: research → write → review → revise → finalize by Imbad0202 (55.2k ⭐)
• ⌨️ 🔷 lahfir/agent-desktop ▶ Runs 🤖 R:🔴 M:🟢 — Native desktop automation CLI for AI agents. Control any application through OS accessibility trees with structured JSON output and deterministic element refs. by vercel-labs (13.1k ⭐)
• 📚 ⭐ registry ✓ Loads clean 🤖 R:🟢 M:🟢 — A community driven registry service for Model Context Protocol (MCP) servers. by modelcontextprotocol (7.4k ⭐)
• 🔌 ⭐ plugins ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — Cursor plugin specification and official plugins by cursor (15.3k ⭐)
• 📚 ⭐ HKUDS/Vibe-Trading ▶ Runs 🤖 R:🟡 M:🟢 — "Vibe-Trading: Your Personal Trading Agent" by HKUDS (37.6k ⭐)
• 📚 ⭐ mem0 ▶ Runs 🤖🧠 R:🟡 M:🟢 — Universal memory layer for AI Agents by mem0ai (68.4k ⭐)
• 📚 ⭐ ragflow 🤖🧠 R:🟡 M:🟢 — RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs by infiniflow (93.5k ⭐)
• 📚 🔷 AstrBotDevs/AstrBot ▶ Runs 🧠 R:🟡 M:🟢 — AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ by AstrBotDevs (45.9k ⭐)
• 📚 🔷 openai-cookbook 🤖🧠 R:🟢 M:🟢 — Examples and guides for using the OpenAI API by openai (76.9k ⭐)
• 📚 🔷 openai/openai-go ✓ Loads clean 🔧 R:🟡 M:🟢 — The official Go library for the OpenAI API by openai (3.5k ⭐)
• ⌨️ ⭐ cli-printing-press ✓ Loads clean 🤖🧠 R:🔴 M:🟢 — Every API has a secret identity. This finds it, absorbs every feature from every competing tool, then builds the GOAT CLI — designed for AI agents first, with SQLite sync, offline search, and compound insight commands. by mvanhorn (4.9k ⭐)
• 📚 ⭐ nanobot ▶ Runs 🤖🧠 R:🟡 M:🟢 — Lightweight, open-source AI agent for your tools, chats, and workflows. by HKUDS (49.8k ⭐)
• 📚 🔷 Alishahryar1/free-claude-code ▶ Runs 🤖🧠 R:🔴 M:🟢 — Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported) by Alishahryar1 (66.2k ⭐)
• 📚 ⭐ learn-claude-code ✓ Loads clean 🤖 R:🟡 M:🟢 — Bash is all You need - Write a nano Claude Code 0 - 1 by shareAI-lab (79.8k ⭐)
• 📚 ⭐ claude-howto ✓ Loads clean 🤖 R:🟡 M:🟢 — A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value. by luongnv89 (46.5k ⭐)
• 📚 ⭐ BerriAI/litellm ▶ Runs 🤖🧠 R:🟡 M:🟢 — Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] by BerriAI (62.7k ⭐)
• 📦 🔷 Leonxlnx/taste-skill ✓ Loads clean 🤖 R:🟡 M:🟢 — Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop by Leonxlnx (109.6k ⭐)
• 📚 🔷 dbx ▶ Runs 🔧 R:🟡 M:🟢 — 20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 90+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP Server。 by t8y2 (29k ⭐)
• ⌨️ ⭐ llmfit ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — Hundreds of models & providers. One command to find what runs on your hardware. by AlexsJones (38.6k ⭐)
• 📚 🔷 langchain-ai/langchain ▶ Runs 🤖🧠 R:🟢 M:🟢 — The agent engineering platform. by langchain-ai (149k ⭐)
• 📚 🔷 trycua/cua ▶ Runs 🤖🧠 R:🟡 M:🟢 — Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows). by trycua (31.7k ⭐)
• 📚 🔷 QuantumNous/new-api ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management. 🍥 by QuantumNous (51.3k ⭐)
• 🔗 🔷 mcp-for-blender 🔧 R:🟡 M:🟢 — Community plugin to control Blender 3D with any LLM of your choice by ahujasid (33.2k ⭐)
• 📄 ⭐ rohitg00/agentmemory 🤖🧠 R:🟢 M:🟢 — #1 Persistent memory for AI coding agents based on real-world benchmarks by rohitg00 (30.1k ⭐)
• 📚 🔷 CLIProxyAPI ✓ Loads clean 🤖🧠 R:🔴 M:🟢 — Wrap Gemini CLI, Antigravity, ChatGPT Codex, Claude Code, Qwen Code, iFlow as an OpenAI/Gemini/Claude/Codex compatible API service, allowing you to enjoy the free Gemini 2.5 Pro, GPT 5, Claude, Qwen model through API by router-for-me (57.4k ⭐)
• 📚 ⭐ langchain-ai/deepagents 🤖🧠 R:🟡 M:🟢 — The batteries-included agent harness. by langchain-ai (31k ⭐)
• 📚 ⭐ pipecat ▶ Runs 🤖🧠 R:🟡 M:🟢 — Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community. by pipecat-ai (17k ⭐)
• 📚 🔷 langgraph ▶ Runs 🤖🧠 R:🟢 M:🟢 — Build resilient language agents as graphs. by langchain-ai (44.4k ⭐)
• 🔌 🔷 text-to-cad 🤖🧠 R:🟡 M:🟢 — A collection of agent skills for CAD, robotics and hardware design by earthtojake (25.3k ⭐)
• 📚 🔷 ego-lite ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — The best browser for both you and your AI agents work in parallel. by citrolabs (21.5k ⭐)
• 📚 🔷 Wei-Shaw/sub2api ✓ Loads clean 🤖 R:🔴 M:🟢 — Sub2API is an open-source relay platform that unifies Claude, OpenAI, Gemini, and Antigravity subscriptions into a single endpoint. It supports account sharing and cost-sharing, with seamless native tool compatibility. by Wei-Shaw (45.4k ⭐)
• 📚 🔷 typescript-sdk ✓ Loads clean 🤖 R:🟢 M:🟢 — The official TypeScript SDK for Model Context Protocol servers and clients by modelcontextprotocol (13.7k ⭐)
• ⌨️ ⭐ raullenchai/Rapid-MLX ▶ Runs 🤖 R:🟡 M:🟢 — The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider. by raullenchai (4.1k ⭐)
• 📚 🔷 vllm 🤖🧠 R:🔴 M:🟢 — A high-throughput and memory-efficient inference and serving engine for LLMs by vllm-project (96.3k ⭐)
• ⌨️ ⭐ vercel-labs/portless ▶ Runs 🤖🧠 R:🟡 M:🟢 — Replace port numbers with stable, named local URLs. For humans and agents. by vercel-labs (12.8k ⭐)
• 📚 🔷 langflow ▶ Runs 🤖🖱️🧠 R:🟡 M:🟢 — Langflow is a powerful tool for building and deploying AI-powered agents and workflows. by langflow-ai (156.3k ⭐)
• 📚 🔷 volcengine/OpenViking 🤖 R:🟡 M:🟢 — OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving. by volcengine (41.5k ⭐)
• 🔗 ⭐ serena ▶ Runs 🤖🧠 R:🟡 M:🟢 — A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent by oraios (31.1k ⭐)
• 📚 ⭐ TencentDB-Agent-Memory ▶ Runs 🤖 R:🟡 M:🟢 — TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies. by TencentCloud (30.4k ⭐)
• 📚 ⭐ mudler/LocalAI ▶ Runs 🤖🧠 R:🟡 M:🟢 — LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. by mudler (50.2k ⭐)
• 🔗 ⭐ mcp_excalidraw ▶ Runs 🤖 R:🟡 M:🟢 — MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync. by yctimlin (2.6k ⭐)
• 📚 🔷 NVIDIA/OpenShell ✓ Loads clean 🤖🧠 R:⚫ M:🟢 — OpenShell is the safe, private runtime for autonomous AI agents. by NVIDIA (21.1k ⭐)
• 📚 🔷 browser-use ▶ Runs 🤖🧠 R:🔴 M:🟢 — 🌐 Make websites accessible for AI agents. Automate tasks online with ease. by browser-use (120k ⭐)
• 📚 ⭐ claude-code-ultimate-guide 🤖 R:🟡 M:🟢 — Claude Code (Anthropic): the learning curve, solved. ~16K-line guide + 100 templates + 257 quiz questions + 22 event hooks + 37 resource evaluations. Beginner → Power User. by FlorianBruniaux (6.3k ⭐)
• ⌨️ ⭐ sirmalloc/ccstatusline ▶ Runs 🤖🧠 R:🟢 M:🟢 — 🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more. by sirmalloc (13.5k ⭐)
• 🔗 ⭐ comfyui-mcp ▶ Runs 🤖🧠 R:🟡 M:🟢 — The local-first, agent-native control plane for ComfyUI — MCP server + Claude Code plugin. 108 tools, 29 AI skills (Flux · WAN · LT2.3 · Qwen · Ideogram4 · Krea2). Author & run workflows, edit your live graph in natural language, manage models & custom nodes. Local, LAN, VPS, or Comfy Cloud. by artokun (888 ⭐)
• 📚 🔷 llama.cpp ▶ Runs 🤖🧠 R:🟢 M:🟢 — LLM inference in C/C++ by ggml-org (133.3k ⭐)
• 📚 ⭐ teng-lin/notebooklm-py ▶ Runs 🤖🧠 R:🟡 M:🟢 — Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw. by teng-lin (20.1k ⭐)
• 🔗 🔷 apify-mcp-server 🤖🧠 R:🟡 M:🟢 — The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store. by apify (14.6k ⭐)
• 📦 ⭐ skills ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — AI agent skills published by NVIDIA by NVIDIA (3.9k ⭐)
• 🔗 ⭐ open-ontologies ▶ Runs 🤖 R:🟡 M:🟢 — An engineering and verification platform for trustworthy enterprise ontologies and knowledge graphs. by fabio-rovai (2.8k ⭐)
• 📚 ⭐ LightRAG ▶ Runs 🤖🧠📟 R:🟡 M:🟢 — [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" by HKUDS (40.5k ⭐)
• ⌨️ ⭐ DingTalk-Real-AI/dingtalk-workspace-cli ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — DingTalk Workspace is an officially open-sourced cross-platform CLI tool from DingTalk. It unifies DingTalk’s full suite of product capabilities into a single package, is designed for both human users and AI agent scenarios. by DingTalk-Real-AI (3.9k ⭐)
• 📚 🔷 genoffice ▶ Runs 🤖 R:🟡 M:🟢 — Free, open-source AI Office suite: Docs, Sheets, Slides, PDF, Markdown and HTML editors with a built-in AI agent, plus a genoffice CLI and agent skill so Claude Code, Codex and Cursor can create and edit real .docx/.xlsx/.pptx files locally. Bring your own key. macOS, Windows & Linux. by genspark-ai (11.7k ⭐)
• 🔗 ⭐ CodeGraphContext 🤖🖱️ R:🟡 M:🟢 — An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants. by CodeGraphContext (4.4k ⭐)
• 📚 ⭐ LangBot 🤖🧠 R:🟡 M:🟢 — Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow by langbot-app (18.7k ⭐)
• ⌨️ ⭐ prime-agent ✓ Loads clean 🤖🧠 R:🔴 M:🟢 — A self-improving RLM agent for coding workflows and long-running autonomous tasks. by PrimeIntellect-ai (22.6k ⭐)
• 📚 🔷 jundot/omlx ▶ Runs 🔧 R:🟢 M:🟢 — LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar by jundot (23.3k ⭐)
• ⌨️ ⭐ ntm ✓ Loads clean 🤖🧠 R:⚫ M:🟢 — Named Tmux Manager: spawn, tile, and coordinate multiple AI coding agents (Claude, Codex, Gemini) across tmux panes with a TUI command palette by Dicklesworthstone (464 ⭐)
• ⌨️ ⭐ hyperresearch ▶ Runs 🔧 R:🔴 M:🟢 — Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki. by jordan-gibbs (4.4k ⭐)
• 🔗 🔷 upstash/context7 ▶ Runs 🤖🖱️ R:🟢 M:🟢 — Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors by upstash (64.2k ⭐)
• 🔗 ⭐ stealth-browser-mcp ▶ Runs 🤖 R:🔴 M:🟢 — The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat. by vibheksoni (3.3k ⭐)
• 📚 🔷 crawl4ai 🤖 R:🟡 M:🟢 — 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN by unclecode (86.9k ⭐)
• 📚 🔷 llama_index ▶ Runs 🧠 R:🟢 M:🟢 — LlamaIndex is the leading document agent and OCR platform by run-llama (52.8k ⭐)
• 📚 🔷 CopilotKit/CopilotKit 🤖🖱️🧠 R:🟡 M:🟢 — The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol by CopilotKit (38.5k ⭐)
• 🔗 ⭐ devspace 🤖🧠 R:🔴 M:🟢 — Turn ChatGPT into Codex! OR Turn Claude Web into Claude Code! by Waishnav (5.4k ⭐)
• 📚 ⭐ topoteretes/cognee 🤖🧠 R:🟡 M:🟢 — Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. by topoteretes (33k ⭐)
• 📦 🔷 google/skills ✓ Loads clean 🤖 R:🟡 M:🟢 — Agent Skills for Google products and technologies by google (21.8k ⭐)
• 📚 🔷 airi ▶ Runs 🤖🖱️🧠 R:🔴 M:🟢 — 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported. by moeru-ai (51.1k ⭐)
• 📦 ⭐ Agent-Skills-for-Context-Engineering ✓ Loads clean 🤖🧠 R:🟢 M:🟢 — A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management. by muratcankoylan (18.3k ⭐)
• 📚 🔷 rust-sdk 🔧 R:🟢 M:🟢 — The official Rust SDK for the Model Context Protocol by modelcontextprotocol (4.1k ⭐)
• 📦 ⭐ microsoft/azure-skills 🤖 R:🟡 M:🟢 — Official agent plugin providing skills and MCP server configurations for Azure scenarios. by microsoft (1.6k ⭐)
• 📚 🔷 plastic-labs/honcho 🤖 R:🟡 M:🟢 — Memory library for building stateful agents by plastic-labs (7.9k ⭐)
• 📚 ⭐ nanoclaw ▶ Runs 🤖🧠 R:🔴 M:🟢 — A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK by nanocoai (31.1k ⭐)
• ⌨️ 🔷 larksuite/cli ▶ Runs 🤖🧠 R:🟢 M:🟢 — The official Lark/Feishu CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks, Meetings, and more, with 200+ commands and 20+ AI Agent Skills. by larksuite (18k ⭐)
• 🔗 ⭐ octocode ▶ Runs 🤖🧠 R:🟡 M:🟢 — MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere by bgauryy (956 ⭐)
• 📚 🔷 E2B ▶ Runs 🤖🧠 R:🟡 M:🟢 — Open-source, secure environment with real-world tools for enterprise-grade agents. by e2b-dev (14.7k ⭐)
• 📚 🔷 airllm ✓ Loads clean 🔧 R:🟡 M:🟢 — AirLLM 70B inference with single 4GB GPU by lyogavin (41.7k ⭐)
• 🔗 ⭐ cocoindex-code 🤖 R:🟡 M:🟢 — A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it! by cocoindex-io (3k ⭐)
• 📚 🔷 open-pencil ▶ Runs 🧠 R:🟡 M:🟢 — AI-native design editor. Open-source Figma alternative. by open-pencil (9.6k ⭐)
• 📚 🔷 YuE ▶ Runs 🤖 R:🟡 M:🟢 — YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. by multimodal-art-projection (13.1k ⭐)
• 📚 🔷 composio ✓ Loads clean 🤖🧠 R:🟡 M:🟢 — Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action. by ComposioHQ (30.9k ⭐)
• 🔌 ⭐ claude-video-vision 🤖 R:🟡 M:🟢 — Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis by jordanrendric (1.5k ⭐)
• 📚 ⭐ **[flashinfer](https://github.com/flashinfe

Documentation truncated — see the full README on GitHub.