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

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

Strongest overall

Searxng

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

Fastest prototype

Searxng

Best first install candidate based on install readiness and adoption.

Freshest repo

Searxng

Most recent maintenance signal among this shortlist.

Signal	Similarities Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。	Searxng SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.	Manticoresearch Easy to use open source fast database for search \| Good alternative to Elasticsearch \| Drop-in replacement for E in the ELK stack	Searx Privacy-respecting metasearch engine
Quality	77/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	88/100 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.
Adoption	901 stars 0 installs	32K stars 0 installs	12K stars 0 installs	14K stars 0 installs
Freshness	Mar 5, 2026	Jun 16, 2026	Jun 16, 2026	May 14, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Workflow automation Coding agents	RAG and knowledge Research agents Coding 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 Research report agent	RAG knowledge base Content growth agent
Platform hints	Python, Search, Claude Code	Python, Search, Claude Code	C++, Search, Claude Code	Python, Search, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	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 need a vendor-supported SLA · high-compliance environments without internal security 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 shibing624/similarities`	`$ npx skills add searxng/searxng`	`$ npx skills add manticoresoftware/manticoresearch`	`$ npx skills add searx/searx`