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

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

Strongest overall

Flowise

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

Fastest prototype

Flowise

Best first install candidate based on install readiness and adoption.

Freshest repo

Seekdb

Most recent maintenance signal among this shortlist.

SignalSeekdb

The AI-native state store for agents. MySQL-compatible, embedded or server, hybrid vector + full-text search, COW sandboxes (FORK/MERGE).

Llama Index

LlamaIndex is the leading document agent and OCR platform

Flowise

Build AI Agents, Visually

SurfSense

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9

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.

Adoption2.8K stars
Verified outcomes are shown on each skill page
50K stars
Verified outcomes are shown on each skill page
54K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
FreshnessJun 29, 2026Jun 17, 2026Jun 10, 2026Jun 27, 2026
Use-case fit
RAG and knowledgeDatabase and SQLCoding agents
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeGitHub automationCoding agents
RAG and knowledgeSports analyticsCoding agents
Workflow fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsC++, RAG, Claude Code, LangChain, LlamaIndexPython, RAG, Claude Code, LlamaIndexTypeScript, RAG, Claude Code, OpenAI Agents, LangChainPython, RAG, Claude Code, LangChain
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo 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 engagement4 views
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Install
$ npx skills add oceanbase/seekdb
$ npx skills add run-llama/llama_index
$ npx skills add FlowiseAI/Flowise
$ npx skills add MODSetter/SurfSense