Star200+

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.

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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.

SignalNext Plaid

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

Tantivy

Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

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/

Deeplake

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

Quality
78/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
77/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption495 stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
33K stars
Verified outcomes are shown on each skill page
9.2K stars
Verified outcomes are shown on each skill page
FreshnessJun 9, 2026Jun 16, 2026Jul 18, 2026May 21, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
Workflow fit
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsRust, Vector Search, Claude CodeRust, Search, Claude CodeRust, Vector Search, Claude CodeC++, Vector Search, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsRAG 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
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Install
$ npx skills add lightonai/next-plaid
$ npx skills add quickwit-oss/tantivy
$ npx skills add qdrant/qdrant
$ npx skills add activeloopai/deeplake