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Best rag and knowledge skills for AI agents

Use these skills to ingest documents, index knowledge, retrieve relevant context, and make agents better at answering with grounded sources.

Daily snapshot pending · live ranking shown

30
Ranked
1.2M
Stars
100
Top score
#1

DocsGPT

32 fitBaselineExcellent · 100

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Excellent quality, 18K stars, and a 32 use-case fit score.

18K stars2.1K forksJul 16, 2026 pushrag-knowledge
$ npx skills add arc53/DocsGPT
#2

Cognee

30 fitBaselineExcellent · 100

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.

Excellent quality, 30K stars, and a 30 use-case fit score.

30K stars2.9K forksAug 14, 2026 pushrag-knowledge
$ npx skills add topoteretes/cognee
#3

Understand Anything

27 fitBaselineExcellent · 100

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Excellent quality, 75K stars, and a 27 use-case fit score.

75K stars6.2K forksJul 18, 2026 pushrag-knowledge
$ npx skills add Egonex-AI/Understand-Anything
#4

Opendataloader Pdf

26 fitBaselineExcellent · 100

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

Excellent quality, 26K stars, and a 26 use-case fit score.

26K stars2.4K forksJun 22, 2026 pushdata
$ npx skills add opendataloader-project/opendataloader-pdf
#5

Graphify

25 fitBaselineExcellent · 100

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.

Excellent quality, 91K stars, and a 25 use-case fit score.

91K stars8.9K forksJul 18, 2026 pushrag-knowledge
$ npx skills add safishamsi/graphify
#6

PaddleOCR

24 fitBaselineExcellent · 100

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.

Excellent quality, 83K stars, and a 24 use-case fit score.

83K stars11K forksJun 16, 2026 pushdocument-processing
$ npx skills add PaddlePaddle/PaddleOCR
#7

Khoj

24 fitBaselineExcellent · 100

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

Excellent quality, 35K stars, and a 24 use-case fit score.

35K stars2.3K forksJun 24, 2026 pushdata
$ npx skills add khoj-ai/khoj
#8

Zvec

23 fitBaselineExcellent · 100

A lightweight, lightning-fast, in-process vector database

Excellent quality, 15K stars, and a 23 use-case fit score.

15K stars977 forksAug 14, 2026 pushagent-skills
$ npx skills add alibaba/zvec
#9

Claude Obsidian

23 fitBaselineExcellent · 100

Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.

Excellent quality, 11K stars, and a 23 use-case fit score.

11K stars1.2K forksAug 1, 2026 pushrag-knowledge
$ npx skills add AgriciDaniel/claude-obsidian
#10

Garden Skills

22 fitBaselineExcellent · 99

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

Excellent quality, 9.5K stars, and a 22 use-case fit score.

9.5K stars1.3K forksJul 12, 2026 pushdata
$ npx skills add ConardLi/garden-skills
#11

Canvas Design

22 fitBaselineExcellent · 100

Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

Excellent quality, 171K stars, and a 22 use-case fit score.

171K stars20K forksAug 21, 2026 pushdesign-creative
$ npx skills add anthropics/skills --skill canvas-design
#12

Deer Flow

21 fitBaselineExcellent · 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Excellent quality, 71K stars, and a 21 use-case fit score.

71K stars9.6K forksJun 14, 2026 pushagent-frameworks
$ npx skills add bytedance/deer-flow
#13

Career Ops

21 fitBaselineExcellent · 100

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

Excellent quality, 60K stars, and a 21 use-case fit score.

60K stars12K forksJul 13, 2026 pushdevelopment
$ npx skills add santifer/career-ops
#14

Flowise

21 fitBaselineExcellent · 100

Build AI Agents, Visually

Excellent quality, 54K stars, and a 21 use-case fit score.

54K stars25K forksJun 10, 2026 pushdata
$ npx skills add FlowiseAI/Flowise
#15

Sim

21 fitBaselineExcellent · 100

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

Excellent quality, 29K stars, and a 21 use-case fit score.

29K stars3.7K forksJul 18, 2026 pushdata
$ npx skills add simstudioai/sim
#16

Reverse Skill

20 fitBaselineExcellent · 100

Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端

Excellent quality, 26K stars, and a 20 use-case fit score.

26K stars3.5K forksAug 16, 2026 pushdevelopment
$ npx skills add zhaoxuya520/reverse-skill
#17

DeepTutor

20 fitBaselineExcellent · 100

DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.

Excellent quality, 25K stars, and a 20 use-case fit score.

25K stars3.4K forksJun 17, 2026 pushagent-frameworks
$ npx skills add HKUDS/DeepTutor
#18

Crawlee

20 fitBaselineExcellent · 100

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

Excellent quality, 24K stars, and a 20 use-case fit score.

24K stars1.5K forksJun 24, 2026 pushbrowser-automation
$ npx skills add apify/crawlee
#19

Awesome N8n Templates

20 fitBaselineExcellent · 100

280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.

Excellent quality, 23K stars, and a 20 use-case fit score.

23K stars6.1K forksJun 1, 2026 pushautomation
$ npx skills add enescingoz/awesome-n8n-templates
#20

Promptfoo

20 fitBaselineExcellent · 100

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

Excellent quality, 22K stars, and a 20 use-case fit score.

22K stars2.0K forksJun 15, 2026 pushdata
$ npx skills add promptfoo/promptfoo
#21

Claude Seo

20 fitBaselineExcellent · 100

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.

Excellent quality, 14K stars, and a 20 use-case fit score.

14K stars2.0K forksJul 27, 2026 pushdevelopment
$ npx skills add AgriciDaniel/claude-seo
#22

PyMuPDF

19 fitBaselineExcellent · 100

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

Excellent quality, 10K stars, and a 19 use-case fit score.

10K stars746 forksJun 29, 2026 pushdocument-processing
$ npx skills add pymupdf/PyMuPDF
#23

Crawlee Python

19 fitBaselineExcellent · 100

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

Excellent quality, 9.2K stars, and a 19 use-case fit score.

9.2K stars757 forksJun 19, 2026 pushbrowser-automation
$ npx skills add apify/crawlee-python
#24

Geo Seo Claude

19 fitBaselineExcellent · 100

GEO-first SEO skill for Claude Code. Comprehensive AI search optimization for any website — citability scoring, AI crawler analysis, brand authority, schema markup, platform-specific optimization, and PDF reports. If you want learn how to sell this to real businesses, check out the skool community

Excellent quality, 8.1K stars, and a 19 use-case fit score.

8.1K stars1.3K forksMay 27, 2026 pushdevelopment
$ npx skills add zubair-trabzada/geo-seo-claude
#25

Vectorbt

19 fitBaselineExcellent · 93

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

Excellent quality, 7.9K stars, and a 19 use-case fit score.

7.9K stars1.0K forksJun 10, 2026 pushfinance
$ npx skills add polakowo/vectorbt
#26

Open Design

19 fitBaselineExcellent · 100

🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.

Excellent quality, 88K stars, and a 19 use-case fit score.

88K stars10K forksAug 17, 2026 pushagent-skills
$ npx skills add nexu-io/open-design
#27

Obsidian Second Brain

19 fitBaselineExcellent · 100

Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, and OpenCode. 43 commands - now with /obsidian-architect to document your codebase, key-less web research, Google Calendar, and self-rewriting notes.

Excellent quality, 3.6K stars, and a 19 use-case fit score.

3.6K stars445 forksJul 26, 2026 pushagent-frameworks
$ npx skills add eugeniughelbur/obsidian-second-brain
#28

Scrapling

18 fitBaselineExcellent · 100

Adaptive web scraping for agent data collection

Excellent quality, 70K stars, and a 18 use-case fit score.

70K stars6.9K forksJul 15, 2026 pushweb-automation
$ npx skills add D4Vinci/Scrapling
#29

Last30days Skill

18 fitBaselineExcellent · 100

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

Excellent quality, 54K stars, and a 18 use-case fit score.

54K stars4.6K forksJul 25, 2026 pushresearch
$ npx skills add mvanhorn/last30days-skill -g
#30

BettaFish

18 fitBaselineExcellent · 100

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

Excellent quality, 42K stars, and a 18 use-case fit score.

42K stars7.6K forksJul 21, 2026 pushdata-analysis
$ npx skills add 666ghj/BettaFish