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

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

Strongest overall

Searx

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

Fastest prototype

Searx

Best first install candidate based on install readiness and adoption.

Freshest repo

Mwmbl

Most recent maintenance signal among this shortlist.

Signal	Search Plugins Search plugins for qBittorrent search feature	Searx Privacy-respecting metasearch engine	Mwmbl An open source, non-profit web search engine	AI Paper Collector MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	71/100 Strong
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.	73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.
Adoption	6.3K stars 0 installs	14K stars 0 installs	1.8K stars 0 installs	1.2K stars 0 installs
Freshness	May 25, 2026	May 14, 2026	Jun 15, 2026	Dec 16, 2023
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Research agents	RAG and knowledge Coding agents Workflow automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Python, Search, Claude Code	Python, Search, Claude Code	Python, Search, Claude Code	Python, Search, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	Repository looks stale · No OpenAgentSkill engagement data yet
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	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	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add qbittorrent/search-plugins`	`$ npx skills add searx/searx`	`$ npx skills add mwmbl/mwmbl`	`$ npx skills add MLNLP-World/AI-Paper-Collector`