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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Highest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

108 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
101Unrankedsearch-ai-optimization-expertsubagent · searchExpert guidance for modern search optimization: SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) with AI-ready content…No signals yetNo commit datelisted armory install search-ai-optimization-expert --cli claude
102Unrankedseoskill · searchAudit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use…No signals yetNo commit datelisted armory install seo --cli claude
103Unrankedseo-analyzersubagent · searchSEO analysis and optimization specialist. Use PROACTIVELY for technical SEO audits, meta tag optimization, performance analysis, and search engine…No signals yetNo commit datelisted armory install seo-analyzer --cli claude
104Unrankedseo-optimizerskill · searchSearch Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website…No signals yetNo commit datelisted armory install seo-optimizer --cli claude
105Unrankedseo-structure-architectsubagent · searchAnalyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates…No signals yetNo commit datelisted armory install seo-structure-architect --cli claude
106Unrankedsightvane-mcpmcp · searchEnables AI assistants to perform comprehensive SEO and GEO measurements, including site audits, keyword research, ranking tracking, and brand…No signals yetNo commit datelisted No one-command install · Source
107Unrankedtrisysmcp · searchAI-powered recruitment CRM for searching candidates, companies, vacancies, and placements.No signals yetNo commit datelisted No one-command install · Source
108Unrankedyaniv-golan-xaffinity-mcpmcp · searchAffinity CRM entity search, relationship intelligence, and workflow management.No signals yetNo commit datelisted No one-command install · Source

Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.

Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.

Leaderboard · Armory