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 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
SurfSense is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
SurfSense
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
SurfSense
Best first install candidate based on install readiness and adoption.
Freshest repo
SurfSense
Most recent maintenance signal among this shortlist.
| Signal | 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 |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 15K stars 0 installs |
| Freshness | Jun 27, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, RAG, Claude Code, LangChain |
| Warnings | No major risk signals from current metadata |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 3 views 0 install copies |
| Install | $ npx skills add MODSetter/SurfSense |