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

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

Strongest overall

Qdrant

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

Fastest prototype

Qdrant

Best first install candidate based on install readiness and adoption.

Freshest repo

Qdrant

Most recent maintenance signal among this shortlist.

SignalVectorChord

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

Qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Databend

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

Attu

The Best GUI for Milvus

Quality
99/100
Excellent
100/100
Excellent
100/100
Excellent
95/100
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.

Adoption1.7K stars
0 installs
32K stars
0 installs
9.3K stars
0 installs
3.0K stars
0 installs
FreshnessJun 11, 2026Jun 12, 2026Jun 12, 2026Jun 11, 2026
Use-case fit
RAG and knowledgeGitHub automationDatabase and SQL
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
Stack fit
RAG knowledge baseCoding review agent
RAG knowledge baseCoding review agent
RAG knowledge baseCoding review agent
RAG knowledge baseCoding review agent
Platform hintsRust, Vector Search, Claude CodeRust, Vector Search, Claude CodeRust, Vector Search, Claude CodeShell, Vector Search, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo 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 engagement0 views
0 install copies
2 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add supervc-stack/VectorChord
$ npx skills add qdrant/qdrant
$ npx skills add databendlabs/databend
$ npx skills add zilliztech/attu