Search private knowledge

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.

Builders choosing skills for index documents and search a knowledge base. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.

30
Ranked
1.2M
Stars
88
Top trust
Agent proven

Search intent

Find production-ready agent skills for rag and knowledge workflows.

These pages are generated from real registry records. The list below is not a generic article; every row links to a skill profile with install, trust, audit, and risk fields.

#1

DocsGPT

32 fitTrust 88Excellent 100Agent Proven Audit 91 · Safe to try

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.

Best suited scenario

Chunk documents

18K starsJul 16, 2026 pushProduction candidateNeeds first agent runPythonSemantic Search
$ npx skills add arc53/DocsGPT
#2

Cognee

30 fitTrust 90Excellent 100Agent Proven Audit 94 · Safe to try

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.

Best suited scenario

Chunk documents

30K starsAug 14, 2026 pushProduction candidateNeeds first agent runPythonVector Search
$ npx skills add topoteretes/cognee
#3

Understand Anything

27 fitTrust 87Excellent 100Agent Proven Audit 91 · Safe to try

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.

Best suited scenario

Chunk documents

75K starsJul 18, 2026 pushProduction candidateNeeds first agent runTypeScriptKnowledge Graph
$ npx skills add Egonex-AI/Understand-Anything
#4

Opendataloader Pdf

26 fitTrust 87Excellent 100Agent Proven Audit 91 · Safe to try

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

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

Best suited scenario

Chunk documents

26K starsJun 22, 2026 pushProduction candidateNeeds first agent runJavaRAG
$ npx skills add opendataloader-project/opendataloader-pdf
#5

Graphify

25 fitTrust 85Excellent 100Agent Proven Audit 90 · Safe to try

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.

Best suited scenario

Chunk documents

91K starsJul 18, 2026 pushStrong shortlistNeeds first agent runPythonKnowledge Graph
$ npx skills add safishamsi/graphify
#6

PaddleOCR

24 fitTrust 89Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

83K starsJun 16, 2026 pushProduction candidateNeeds first agent runPythonOCR
$ npx skills add PaddlePaddle/PaddleOCR
#7

Khoj

24 fitTrust 90Excellent 100Agent Proven Audit 93 · Safe to try

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.

Best suited scenario

Chunk documents

35K starsJun 24, 2026 pushProduction candidateNeeds first agent runPythonRAG
$ npx skills add khoj-ai/khoj
#8

Zvec

23 fitTrust 88Excellent 100Agent Proven Audit 92 · Safe to try

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

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

Best suited scenario

Chunk documents

15K starsAug 14, 2026 pushProduction candidateNeeds first agent runC++AI Agents
$ npx skills add alibaba/zvec
#9

Claude Obsidian

23 fitTrust 91Excellent 100Agent Proven Audit 94 · Safe to try

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.

Best suited scenario

Chunk documents

11K starsAug 1, 2026 pushProduction candidateNeeds first agent runPythonKnowledge Graph
$ npx skills add AgriciDaniel/claude-obsidian
#10

Garden Skills

22 fitTrust 89Excellent 99Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

9.5K starsJul 12, 2026 pushProduction candidateNeeds first agent runCSSRAG
$ npx skills add ConardLi/garden-skills
#11

Canvas Design

22 fitTrust 87Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

171K starsAug 21, 2026 pushProduction candidateNeeds first agent runClaude CodeCodex
$ npx skills add anthropics/skills --skill canvas-design
#12

Deer Flow

21 fitTrust 90Excellent 100Agent Proven Audit 93 · Safe to try

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.

Best suited scenario

Chunk documents

71K starsJun 14, 2026 pushProduction candidateNeeds first agent runPythonMulti-Agent
$ npx skills add bytedance/deer-flow
#13

Career Ops

21 fitTrust 86Excellent 100Agent Proven Audit 90 · Safe to try

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.

Best suited scenario

Chunk documents

60K starsJul 13, 2026 pushProduction candidateNeeds first agent runJavaScriptClaude Code
$ npx skills add santifer/career-ops
#14

Flowise

21 fitTrust 85Excellent 100Agent Proven Audit 89 · Needs review

Build AI Agents, Visually

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

Best suited scenario

Chunk documents

54K starsJun 10, 2026 pushStrong shortlistNeeds first agent runTypeScriptRAG
$ npx skills add FlowiseAI/Flowise
#15

Sim

21 fitTrust 90Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

29K starsJul 18, 2026 pushProduction candidateNeeds first agent runTypeScriptRAG
$ npx skills add simstudioai/sim
#16

Reverse Skill

20 fitTrust 88Excellent 100Agent Proven Audit 93 · Safe to try

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.

Best suited scenario

Chunk documents

26K starsAug 16, 2026 pushProduction candidateNeeds first agent runPowerShellClaude Code
$ npx skills add zhaoxuya520/reverse-skill
#17

DeepTutor

20 fitTrust 87Excellent 100Agent Proven Audit 90 · Safe to try

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

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

Best suited scenario

Chunk documents

25K starsJun 17, 2026 pushProduction candidateNeeds first agent runPythonAI Agents
$ npx skills add HKUDS/DeepTutor
#18

Crawlee

20 fitTrust 88Excellent 100Agent Proven Audit 91 · Safe to try

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.

Best suited scenario

Crawl target URLs

24K starsJun 24, 2026 pushProduction candidateNeeds first agent runTypeScriptPlaywright
$ npx skills add apify/crawlee
#19

Awesome N8n Templates

20 fitTrust 86Excellent 100Agent Proven Audit 90 · Safe to try

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.

Best suited scenario

Chunk documents

23K starsJun 1, 2026 pushProduction candidateNeeds first agent runWorkflowOpenAI Agents
$ npx skills add enescingoz/awesome-n8n-templates
#20

Promptfoo

20 fitTrust 89Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

22K starsJun 15, 2026 pushProduction candidateNeeds first agent runTypeScriptRAG
$ npx skills add promptfoo/promptfoo
#21

Claude Seo

20 fitTrust 90Excellent 100Agent Proven Audit 94 · Safe to try

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.

Best suited scenario

Search sources

14K starsJul 27, 2026 pushProduction candidateNeeds first agent runPythonClaude Code
$ npx skills add AgriciDaniel/claude-seo
#22

PyMuPDF

19 fitTrust 89Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

10K starsJun 29, 2026 pushProduction candidateNeeds first agent runPythonPDF
$ npx skills add pymupdf/PyMuPDF
#23

Crawlee Python

19 fitTrust 86Excellent 100Agent Proven Audit 91 · Safe to try

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.

Best suited scenario

Crawl target URLs

9.2K starsJun 19, 2026 pushProduction candidateNeeds first agent runPythonPlaywright
$ npx skills add apify/crawlee-python
#24

Geo Seo Claude

19 fitTrust 88Excellent 100Agent Proven Audit 92 · Safe to try

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.

Best suited scenario

Inspect source files

8.1K starsMay 27, 2026 pushProduction candidateNeeds first agent runPythonClaude Code
$ npx skills add zubair-trabzada/geo-seo-claude
#25

Vectorbt

19 fitTrust 86Excellent 93Agent Proven Audit 88 · Needs review

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.

Best suited scenario

Retrieve market data

7.9K starsJun 10, 2026 pushProduction candidateNeeds first agent runPythonFinance
$ npx skills add polakowo/vectorbt
#26

Open Design

19 fitTrust 91Excellent 100Agent Proven Audit 94 · Safe to try

🎨 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.

Best suited scenario

Inspect source files

88K starsAug 17, 2026 pushProduction candidateNeeds first agent runTypeScriptAI Agents
$ npx skills add nexu-io/open-design
#27

Obsidian Second Brain

19 fitTrust 85Excellent 100Agent Proven 48Audit 92 · Safe to try

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.

Best suited scenario

Chunk documents

3.6K starsJul 26, 2026 pushStrong shortlistEarly agent signalPythonAI Agents
$ npx skills add eugeniughelbur/obsidian-second-brain
#28

Scrapling

18 fitTrust 83Excellent 100Agent Proven Audit 88 · Needs review

Adaptive web scraping for agent data collection

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

Best suited scenario

Crawl target URLs

70K starsJul 15, 2026 pushStrong shortlistNeeds first agent runPythonWeb Automation
$ npx skills add D4Vinci/Scrapling
#29

Last30days Skill

18 fitTrust 91Excellent 100Agent Proven Audit 94 · Safe to try

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.

Best suited scenario

Search sources

54K starsJul 25, 2026 pushProduction candidateNeeds first agent runPythonClaude Code
$ npx skills add mvanhorn/last30days-skill -g
#30

BettaFish

18 fitTrust 88Excellent 100Agent Proven Audit 91 · Safe to try

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.

Best suited scenario

Search sources

42K starsJul 21, 2026 pushProduction candidateNeeds first agent runPythonData Analysis
$ npx skills add 666ghj/BettaFish

Selection method

How this list is ranked

OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, Agent Proven outcome evidence, maintenance freshness, and whether there is a clear install path.

How does OpenAgentSkill rank rag and knowledge?

The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.

Should I install the top skill immediately?

No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.

Can my agent consume this ranking through an API?

Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-rag-knowledge-skills to fetch ranked skill data.