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.

1,400+ skills across 10 skill types · 420+ at the Curated tier (⭐ quality ≥120) · indexed repos total 18,700,000+ ⭐. Intake items awaiting classification are included in the skills total but excluded from the skill-type breakdown.

(counts as of 2026-10-11 15:25 UTC; the badges above are live)

🌐 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
• 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 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows by openai (30.0k ⭐)
• 🔥 📄 ⭐ 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 (276.6k ⭐)
• 🔥 ⌨️ ⭐ hermes-agent 🧠 R:🟡 M:🟢 — The agent that grows with you by NousResearch (252.6k ⭐)
• 📈 📄 ⭐ anthropics/claude-agent-sdk-python 🤖 R:🟡 M:🟢 — No description by anthropics (8.2k ⭐)
• 🔥 🔗 ⭐ graphify 🤖🧠 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 (125.3k ⭐)
• 🔥 ⌨️ ⭐ skills 🤖🧠 R:🟡 M:🟢 — The open agent skills tool - npx skills by vercel-labs (33.7k ⭐)
• 🔥 📚 ⭐ garrytan/gstack 🤖🧠 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 (135.9k ⭐)
• 🔥 🔌 ⭐ impeccable 🤖🖱️🧠 R:🟡 M:🟢 — The design language that makes your AI harness better at design. by pbakaus (79.4k ⭐)
• 📈 📄 ⭐ openai/openai-agents-js 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows and voice agents by openai (3.9k ⭐)
• 🔥 🔗 ⭐ ghidra-mcp 🤖🧠 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 (5.4k ⭐)

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🔥 Trending Now

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

• 🔥 📄 ⭐ 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 (276.6k ⭐)
• 🔥 🧠 🔷 deepseek-harness 🤖🧠 R:🟡 M:🟢 — DeepSeek Harness: Everything is a Plugin. by deepseek-ai (247.1k ⭐)
• 🔥 📚 ⭐ mattpocock/skills 🤖🧠 R:🟢 M:🟢 — Skills for Real Engineers. Straight from my .claude directory. by mattpocock (284.7k ⭐)
• 🔥 🔌 ⭐ ponytail 🤖🖱️🧠📟 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 (160.5k ⭐)
• 🔥 ⌨️ 🔷 cc-switch 🔧 R:🟡 M:🟢 — A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI. by farion1231 (142.5k ⭐)
• 🔥 🧠 ⭐ paperclip 🤖🧠 R:🟡 M:🟢 — The open-source app everyone uses to manage agents at work by paperclipai (99.8k ⭐)
• 🔥 📚 🔷 addyosmani/agent-skills 🤖🧠 R:🟡 M:🟢 — Production-grade engineering skills for AI coding agents. by addyosmani (104.6k ⭐)
• 🔥 📚 🔷 Panniantong/Agent-Reach 🤖 R:🟡 M:🟢 — Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. by Panniantong (95.5k ⭐)

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🆕 Latest

• 📄 🔷 asd-ste100-skill 🤖 R:🟡 M:🟢 — ASD-STE100 Simplified Technical English rules, repurposed as a Claude Code skill for rewriting ambiguous agent-facing English. by danyuchn (4.4k ⭐) — discovered Oct 11
• 🔌 ⭐ repowise 🤖 R:🟡 M:🟢 — Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP. by repowise-dev (7.5k ⭐) — discovered Oct 11
• 🔗 🔷 nao 🤖🧠 R:🟡 M:🟢 — 👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone by getnao (1.9k ⭐) — discovered Oct 11
• 🔄 🔷 OpenIntelligentUI 🤖 R:🟡 M:🟢 — Open-Source Generative UI Framework by CopilotKit (2.5k ⭐) — discovered Oct 11
• 🧠 🔷 CodeAF 🤖🧠 R:🟡 M:🟢 — Open-Source Software factory for Open Models by Agent-Field (387 ⭐) — discovered Oct 9

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📖 Library & API Reference

• 📄 ⭐ 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 (276.6k ⭐)
• ⌨️ ⭐ hermes-agent 🧠 R:🟡 M:🟢 — The agent that grows with you by NousResearch (252.6k ⭐)
• 📄 ⭐ anthropics/claude-agent-sdk-python 🤖 R:🟡 M:🟢 — No description by anthropics (8.2k ⭐)
• 🔗 ⭐ graphify 🤖🧠 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 (125.3k ⭐)
• 📄 🔷 openai/skills 🤖 R:🟢 M:🟢 — Skills Catalog for Codex by openai (28k ⭐)
• 📄 🔷 modelcontextprotocol/ext-apps 🤖🧠 R:🟢 M:🟢 — Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers by modelcontextprotocol (2.9k ⭐)
• 📄 ⭐ openai/openai-agents-js 🤖🧠 R:🟡 M:🟢 — A lightweight, powerful framework for multi-agent workflows and voice agents by openai (3.9k ⭐)
• 🔗 ⭐ ghidra-mcp 🤖🧠 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 (5.4k ⭐)
• 📚 ⭐ DeusData/codebase-memory-mcp 🔧 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 (46.3k ⭐)
• 📦 ⭐ video-use 🤖 R:🟡 M:🟢 — Edit videos with coding agents by browser-use (28.6k ⭐)
• 📄 ⭐ colbymchenry/codegraph 🤖 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 (73.7k ⭐)
• 🔌 ⭐ CLI-Anything 🤖 R:🟡 M:🟢 — "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ by HKUDS (51.9k ⭐)
• 📄 ⭐ antigravity-awesome-skills 🤖🖱️ 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 (47.4k ⭐)
• 📚 ⭐ xingkongliang/skills-manager 🤖 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 (6k ⭐)
• 🔌 ⭐ context-mode 🤖🧠 R:🟡 M:🟢 — Privacy-first. MCP is the protocol for tool access. We're the virtualization layer for context. by mksglu (26.4k ⭐)
• 📚 ⭐ AgriciDaniel/claude-seo 🤖🧠 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 (18.7k ⭐)
• ⌨️ ⭐ OmniRoute 🤖🧠 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 diegosouzapw (75k ⭐)
• 📚 🔷 openai/codex-plugin-cc 🤖 R:🟡 M:✅ — Use Codex from Claude Code to review code or delegate tasks. by openai (34.1k ⭐)
• 🧠 ⭐ Soup 🧠 R:🟡 M:🟢 — Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. by MakazhanAlpamys (8.5k ⭐)
• 📄 ⭐ heygen-com/hyperframes 🤖🧠 R:🟡 M:🟢 — Write HTML. Render video. Built for agents. by heygen-com (60.4k ⭐)
• 📚 ⭐ jackwener/opencli 🤖 R:🟡 M:🟢 — Make Any Website into CLI & Use your logged-in browser by AI agent. by jackwener (30k ⭐)
• 🔄 🔷 whisper 🔧 R:🟢 M:🟢 — Robust Speech Recognition via Large-Scale Weak Supervision by openai (110.3k ⭐)
• 📚 🔷 addyosmani/agent-skills 🤖🧠 R:🟡 M:🟢 — Production-grade engineering skills for AI coding agents. by addyosmani (104.6k ⭐)
• 📄 🔷 openai/openai-go 🔧 R:🟢 M:🟢 — The official Go library for the OpenAI API by openai (3.5k ⭐)
• 📄 ⭐ 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 (33k ⭐)
• 🔌 ⭐ headroom 🤖🧠 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 (75k ⭐)
• 🧠 🔷 python-sdk 🤖🧠 R:🟡 M:🟢 — The official Python SDK for Model Context Protocol servers and clients by modelcontextprotocol (24.5k ⭐)
• 🔄 🔷 openai-python 🔧 R:🟢 M:🟢 — The official Python library for the OpenAI API by openai (31.8k ⭐)
• 📄 ⭐ can1357/oh-my-pi 🤖🧠 R:🔴 M:🟢 — ⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more by can1357 (34.9k ⭐)
• 📄 ⭐ caveman 🤖🖱️🧠📟 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 (110.9k ⭐)
• 🧠 ⭐ gemini-cli 🤖🧠 R:🟡 M:🟢 — An open-source AI agent that brings the power of Gemini directly into your terminal. by google-gemini (107.3k ⭐)
• 🧠 🔷 deepseek-harness 🤖🧠 R:🟡 M:🟢 — DeepSeek Harness: Everything is a Plugin. by deepseek-ai (247.1k ⭐)
• 🧠 ⭐ prime-agent 🤖🧠 R:🟡 M:🟢 — A self-improving RLM agent for coding workflows and long-running autonomous tasks. by PrimeIntellect-ai (21.9k ⭐)
• 📄 🔷 earendil-works/pi 🤖🧠 R:🟡 M:🟢 — AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI by earendil-works (114.1k ⭐)
• 🧠 ⭐ App-Store-Connect-CLI 🤖🧠 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 (7.7k ⭐)
• 🔌 ⭐ 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 (2.9k ⭐)
• 📄 ⭐ browser-use/browser-harness 🤖 R:🔴 M:🟢 — Browser Harness | Self-healing harness that enables LLMs to complete any task. by browser-use (18.4k ⭐)
• 🧠 ⭐ little-coder 🧠 R:🟡 M:🟢 — A harness optimized to smaller LLMs by itayinbarr (2.7k ⭐)
• 📚 ⭐ Imbad0202/academic-research-skills 🤖 R:🟢 M:🟢 — Academic Research Skills for Claude Code: research → write → review → revise → finalize by Imbad0202 (51.2k ⭐)
• 🔌 ⭐ plugins 🤖🧠 R:🟡 M:🟢 — Cursor plugin specification and official plugins by cursor (10.8k ⭐)
• 📄 🔷 Alishahryar1/free-claude-code 🤖🧠 R:🔴 M:🟢 — Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported) by Alishahryar1 (57.5k ⭐)
• 📄 🔷 BerriAI/litellm 🤖🧠 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 (60.9k ⭐)
• 📚 ⭐ NVIDIA/OpenShell 🤖🧠 R:🟡 M:🟢 — OpenShell is the safe, private runtime for autonomous AI agents. by NVIDIA (15.7k ⭐)
• 📄 ⭐ HKUDS/Vibe-Trading 🤖 R:🟡 M:🟢 — "Vibe-Trading: Your Personal Trading Agent" by HKUDS (35.2k ⭐)
• 🔌 ⭐ mem0 🤖🧠 R:🟡 M:🟢 — Universal memory layer for AI Agents by mem0ai (67k ⭐)
• 📄 ⭐ trycua/cua 🤖🧠 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 (29.3k ⭐)
• 📚 🔷 QuantumNous/new-api 🤖🧠 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 (49.7k ⭐)
• 📚 ⭐ HKUDS/RAG-Anything 🔧 R:🟢 M:🟢 — "RAG-Anything: All-in-One RAG Framework" by HKUDS (23.5k ⭐)
• 🔄 ⭐ crawl4ai 🤖 R:🟡 M:🟢 — 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN by unclecode (85.2k ⭐)
• 🔄 🔷 typescript-sdk 🤖 R:🟢 M:🟢 — The official TypeScript SDK for Model Context Protocol servers and clients by modelcontextprotocol (13.6k ⭐)
• 🧠 ⭐ nanobot 🤖🧠 R:🟡 M:🟢 — Lightweight, open-source AI agent for your tools, chats, and workflows. by HKUDS (48.9k ⭐)
• 🧠 ⭐ 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 (92k ⭐)
• 📚 🔷 Leonxlnx/taste-skill 🤖 R:🟢 M:🟢 — Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop by Leonxlnx (94.5k ⭐)
• 📚 ⭐ learn-claude-code 🤖 R:🟡 M:🟢 — Bash is all You need - Write a nano Claude Code 0 - 1 by shareAI-lab (78.3k ⭐)
• 📚 ⭐ googleworkspace/cli 🤖🧠 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 (31.3k ⭐)
• 🔗 🔷 dbx 🔧 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 (25.7k ⭐)
• 🔌 ⭐ comfyui-mcp 🤖🧠 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 (807 ⭐)
• 📚 🔷 airllm 🔧 R:🟡 M:🟢 — AirLLM 70B inference with single 4GB GPU by lyogavin (35.9k ⭐)
• 🔌 🔷 text-to-cad 🤖🧠 R:🟡 M:🟢 — A collection of agent skills for CAD, robotics and hardware design by earthtojake (19k ⭐)
• 🔌 ⭐ cli-printing-press 🤖🧠 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 (4.8k ⭐)
• 📄 ⭐ rohitg00/agentmemory 🤖🧠 R:🟡 M:🟢 — #1 Persistent memory for AI coding agents based on real-world benchmarks by rohitg00 (29.3k ⭐)
• 🧠 ⭐ llmfit 🤖🧠 R:🟡 M:🟢 — Hundreds of models & providers. One command to find what runs on your hardware. by AlexsJones (37.8k ⭐)
• 📚 🔷 Wei-Shaw/sub2api 🤖 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 (43.7k ⭐)
• 📄 🔷 langchain-ai/langchain 🤖🧠 R:🟢 M:🟢 — The agent engineering platform. by langchain-ai (147.6k ⭐)
• 📄 🔷 AstrBotDevs/AstrBot 🧠 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 (41.7k ⭐)
• 📄 ⭐ raullenchai/Rapid-MLX 🤖 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 (4k ⭐)
• 📚 🔷 browser-use 🤖🧠 R:🔴 M:🟢 — 🌐 Make websites accessible for AI agents. Automate tasks online with ease. by browser-use (117.6k ⭐)
• 📄 ⭐ 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 (32k ⭐)
• 📚 🔷 CLIProxyAPI 🤖🧠 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 (54.8k ⭐)
• 🔌 ⭐ pipecat 🤖🧠 R:🟡 M:🟢 — Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community. by pipecat-ai (16.3k ⭐)
• ⌨️ ⭐ claude-howto 🤖 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 (41.8k ⭐)
• 🧠 ⭐ serena 🤖🧠 R:🟡 M:🟢 — A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent by oraios (30.2k ⭐)
• 🖱️ 🔷 langflow 🤖🖱️🧠 R:🟡 M:🟢 — Langflow is a powerful tool for building and deploying AI-powered agents and workflows. by langflow-ai (155.5k ⭐)
• 📚 🔷 langgraph 🤖🧠 R:🟢 M:🟢 — Build resilient language agents as graphs. by langchain-ai (43k ⭐)
• 🔗 ⭐ nanoclaw 🤖🧠 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 (30.9k ⭐)
• 📚 🔷 llama.cpp 🤖🧠 R:🟢 M:🟢 — LLM inference in C/C++ by ggml-org (130.8k ⭐)
• 🔌 ⭐ TencentDB-Agent-Memory 🤖 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 (27.9k ⭐)
• 📚 🔷 vllm 🤖🧠 R:🟡 M:🟢 — A high-throughput and memory-efficient inference and serving engine for LLMs by vllm-project (93.5k ⭐)
• 🔌 🔷 Anthropic-Cybersecurity-Skills 🤖🧠 R:🟡 M:🟢 — 734+ structured cybersecurity skills for AI agents · MITRE ATT&CK mapped · agentskills.io open standard · Works with Claude Code, GitHub Copilot, OpenAI Codex CLI, Cursor, Gemini CLI & 20+ platforms · Penetration testing, DFIR, threat intel, cloud security & more · Apache 2.0 by mukul975 (34.2k ⭐)
• 📄 ⭐ ntm 🤖🧠 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 (455 ⭐)
• 📄 🔷 upstash/context7 🤖🖱️ R:🟢 M:🟢 — Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors by upstash (62.9k ⭐)
• 📄 🔷 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 (37.9k ⭐)
• 📚 ⭐ langchain-ai/deepagents 🤖🧠 R:🟡 M:🟢 — The batteries-included agent harness. by langchain-ai (30.1k ⭐)
• 📄 ⭐ vercel-labs/portless 🤖🧠 R:🟡 M:🟢 — Replace port numbers with stable, named local URLs. For humans and agents. by vercel-labs (12.7k ⭐)
• 📚 ⭐ teng-lin/notebooklm-py 🤖🧠 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 (19.7k ⭐)
• 🔌 🔷 tunnel-client 🤖🧠 R:🟡 M:🟢 — Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet. by openai (553 ⭐)
• 📚 🔷 docker/docker-agent 🤖🧠 R:🟡 M:🟢 — AI Agent Builder and Runtime by Docker Engineering by docker (4.4k ⭐)
• 🔄 🔷 rust-sdk 🔧 R:🟢 M:🟢 — The official Rust SDK for the Model Context Protocol by modelcontextprotocol (4k ⭐)
• 🔄 ⭐ registry 🤖 R:🟢 M:🟢 — A community driven registry service for Model Context Protocol (MCP) servers. by modelcontextprotocol (7.3k ⭐)
• 🔄 🔷 YuE 🤖 R:🟡 M:🟢 — YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. by multimodal-art-projection (11.2k ⭐)
• 🔄 🔷 Graft 🤖 R:🟡 M:🟢 — Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase. by trailhq (9.8k ⭐)
• 🔌 ⭐ Agent-Skills-for-Context-Engineering 🤖🧠 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 (18.1k ⭐)
• 📚 🔷 OpenBB-finance/OpenBB 🤖 R:🟡 M:🟢 — Financial data platform for analysts, quants and AI agents. by openbq-org (74.1k ⭐)
• 📚 🔷 PaddlePaddle/PaddleOCR 🤖 R:🟢 M:🟢 — Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages. by PaddlePaddle (90.9k ⭐)
• 🔗 🔷 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 (10.5k ⭐)
• 🧠 🔷 ai-memory 🤖🧠 R:🟡 M:🟢 — Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors by akitaonrails (9.1k ⭐)
• 📚 🔷 Fabric 🔧 R:🟢 M:🟢 — Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere. by danielmiessler (44.2k ⭐)
• 📚 ⭐ LightRAG 🤖🧠📟 R:🟡 M:🟢 — [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" by HKUDS (40.1k ⭐)
• 📚 ⭐ mudler/LocalAI 🤖🧠 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 (49.5k ⭐)
• 📝 🔷 mcp-for-blender 🔧 R:🟡 M:🟢 — Community plugin to control Blender 3D with any LLM of your choice by ahujasid (30.4k ⭐)
• 🔌 🔷 worktrunk 🤖🧠 R:🟡 M:🟢 — Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows by max-sixty (9.2k ⭐)
• 🔗 ⭐ 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 (18.1k ⭐)
• 🧠 ⭐ devspace 🤖🧠 R:🟡 M:🟢 — Turn ChatGPT into Codex! OR Turn Claude Web into Claude Code! by Waishnav (5.2k ⭐)
• 🔌 🔷 ego-lite 🤖🧠 R:🟡 M:🟢 — The best browser for both you and your AI agents work in parallel. by citrolabs (17.1k ⭐)
• 📚 🔷 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 (39.6k ⭐)
• 📝 ⭐ easy-agent 🔧 R:🟡 M:🟢 — Fully recreating Claude Code from scratch, so anyone can learn how it works. by ConardLi (1k ⭐)
• 📄 🔷 jundot/omlx 🔧 R:🟢 M:🟢 — LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar by jundot (22.7k ⭐)
• 📚 ⭐ claw-code 🤖🧠 R:⚫ M:🟢 — The repo is finally unlocked. enjoy the party! The fastest repo in history to surpass 100K stars ⭐. Join Discord: https://discord.gg/5TUQKqFWd Built in Rust using oh-my-codex. by ultraworkers (195k ⭐)
• 🧠 🔷 CodexBar 🤖🧠 R:🟡 M:🟢 — Show usage stats for OpenAI Codex and Claude Code, without having to login. by steipete (22.4k ⭐)
• 🔄 🔷 genoffice 🤖 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 (9.2k ⭐)
• 🧠 🔷 airi 🤖🖱️🧠 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 (50.3k ⭐)
• 📄 ⭐ browserbase/skills 🤖 R:🟡 M:🟢 — Browserbase's official collection of agent skills to access the web. by browserbase (3.7k ⭐)
• 🧠 🔷 llama_index 🧠 R:🟢 M:🟢 — LlamaIndex is the leading document agent and OCR platform by run-llama (52.5k ⭐)
• 📚 🔷 Windows-MCP 🤖 R:🔴 M:🟢 — MCP Server for Computer Use in Windows by CursorTouch (8.6k ⭐)
• 📄 ⭐ elizaOS/eliza 🤖🖱️🧠 R:🔴 M:🟢 — Open source agentic operating system by elizaOS (19.6k ⭐)
• 📚 🔷 larksuite/cli 🤖🧠 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 (17.6k ⭐)
• 📄 🔷 decolua/9router 🤖 R:🟡 M:🟢 — Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits. by decolua (30.6k ⭐)
• 📚 ⭐ sirmalloc/ccstatusline 🤖🧠 R:🟢 M:🟢 — 🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more. by sirmalloc (13.2k ⭐)
• 🔌 🔷 awesome-gpt-image-2 🤖 R:🟡 M:🟢 — Prompt as Code | GPT-Image2 工业级提示词引擎与模板库，470+ 个案例逆向工程，20+ 套工业级模板，并提炼出Skills，持续更新中 by freestylefly (34.3k ⭐)
• 🧠 ⭐ octocode 🤖🧠 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 (950 ⭐)
• 📄 ⭐ cursor-rules-java 🤖🖱️🧠 R:🟡 M:🟢 — An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP servers combined with a human-in-the-loop model to modernize real-world SDLC practices. by jabrena (448 ⭐)
• ⌨️ ⭐ 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 (6.1k ⭐)
• 🧠 ⭐ flashinfer 🤖🧠 R:🟡 M:🟢 — FlashInfer: Kernel Library for LLM Serving by flashinfer-ai (6.6k ⭐)
• 📄 🔷 google/skills 🤖 R:🟡 M:🟢 — Agent Skills for Google products and technologies by google (21.1k ⭐)
• 🧠 ⭐ pi-claude-bridge 🧠 R:🟡 M:🟢 — Claude Code inference provider for Pi. Allows the use of Claude Code of Pro/Max subscriptions from pi.dev. by elidickinson (612 ⭐)
• 📚 ⭐ DingTalk-Real-AI/dingtalk-workspace-cli 🤖🧠 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 (3.3k ⭐)
• 🔄 🔷 OfficeCLI 🤖 R:🟡 M:🟢 — OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required. by iOfficeAI (31.8k ⭐)
• 🔄 🔷 univer 🔧 R:🟡 M:🟢 — The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime. by dream-num (22.5k ⭐)
• 📚 🔷 plastic-labs/honcho 🤖 R:🟡 M:🟢 — Memory library for building stateful agents by plastic-labs (7.6k ⭐)
• 🔗 🔷 mastra 🤖🖱️🧠 R:🟢 M:🟢 — Mastra is the modern TypeScript framework for AI-powered applications and agents. by mastra-ai (28.7k ⭐)
• 🔌 ⭐ open-ontologies 🤖 R:🟡 M:🟢 — An engineering and verification platform for trustworthy enterprise ontologies and knowledge graphs. by fabio-rovai (1k ⭐)
• 📚 ⭐ pg_textsearch 🤖🧠 R:🟡 M:🟢 — PostgreSQL extension for BM25 relevance-ranked full-text search. Postgres OSS licensed. by timescale (4k ⭐)
• 📚 🔷 onyx 🤖🖱️🧠 R:🟡 M:🟢 — Open Source AI Platform - AI Chat with advanced features that works with every LLM by onyx-dot-app (32.4k ⭐)
• 📚 ⭐ homeassistant-ai/ha-mcp 🤖🧠 R:🟡 M:🟢 — The Unofficial and Awesome Home Assistant MCP Server by homeassistant-ai (5k ⭐)
• 🔌 🔷 SkillOpt 🤖 R:🟢 M:🟢 — SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts. by microsoft (18.2k ⭐)
• 🔌 🔷 ida-pro-mcp 🤖 R:🟡 M:🟢 — AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. by mrexodia (12.6k ⭐)
• 📚 🔷 yamadashy/repomix 🤖🖱️🧠 R:🟡 M:🟢 — 📦 Repomix is a powerful tool that packs yo

Documentation truncated — see the full README on GitHub.