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

Cognee

Most recent maintenance signal among this shortlist.

SignalPageIndex

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

Txtai

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

Cognee

Memory platform for AI Agents in 6 lines of code

Genkit

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

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.

Adoption33K stars
0 installs
13K stars
0 installs
18K stars
0 installs
6.1K stars
0 installs
FreshnessJun 5, 2026Jun 4, 2026Jun 6, 2026Jun 5, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
Stack fit
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseCoding review agent
RAG knowledge baseCoding review agent
Platform hintsPython, Vector Search, Claude CodePython, Vector Search, Claude CodePython, Vector Search, Claude CodeTypeScript, Vector Search, Claude Code
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
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 engagement3 views
1 install copies
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0 install copies
Install
$ npx skills add VectifyAI/PageIndex
$ npx skills add neuml/txtai
$ npx skills add topoteretes/cognee
$ npx skills add genkit-ai/genkit