Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

PageIndex is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

PageIndex

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

PageIndex

Best first install candidate based on install readiness and adoption.

Freshest repo

LEANN

Most recent maintenance signal among this shortlist.

SignalCognee

Memory platform for AI Agents in 6 lines of code

PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption18K stars
0 installs
33K stars
0 installs
13K stars
0 installs
12K stars
0 installs
FreshnessJun 6, 2026Jun 5, 2026Jun 4, 2026Jun 9, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeLocal desktopCoding agents
Stack fit
RAG knowledge baseCoding review agent
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseCoding review agent
Platform hintsPython, Vector Search, Claude CodePython, Vector Search, Claude CodePython, Vector Search, Claude CodePython, Vector Search, Claude Code, OpenAI Agents, LangChain
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement2 views
0 install copies
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1 install copies
2 views
0 install copies
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0 install copies
Install
$ npx skills add topoteretes/cognee
$ npx skills add VectifyAI/PageIndex
$ npx skills add neuml/txtai
$ npx skills add StarTrail-org/LEANN