cygnix-seo
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- AlicenseNot gradedqualityBmaintenanceEnables semantic keyword clustering, search intent classification, cannibalization detection, and topical authority mapping for SEO workflows.MIT
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- AlicenseNot gradedqualityDmaintenanceEnables querying Google Search Console and Google Analytics 4 through natural language, with tools for SEO analysis like anomaly detection, cannibalization detection, and opportunity scoring.13 npm1MIT
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- AlicenseNot gradedqualityCmaintenanceProvides real-time search intelligence including keyword suggestions with intent clustering, emerging trend detection, SERP analysis, and clean content extraction, all without requiring API keys.MIT
TDQS
Scored across 5 tools
Each tool has a clearly distinct purpose: clustering keywords, classifying intent, finding cannibalization, checking title/meta tags, and generating a content brief. cluster_keywords and classify_search_intent both take keyword lists but perform clearly different transformations, so boundaries are easy to draw.
Nearly all tools use a consistent snake_case verb_noun pattern (cluster_keywords, classify_search_intent, find_keyword_cannibalization, check_title_meta). content_brief_outline breaks the verb-first pattern by using noun_noun, a minor deviation but still readable and predictable overall.
Five tools is well-scoped for a focused keyword/content SEO toolkit, and each one earns its place in the workflow. No redundancy or filler tools.
The surface covers a coherent pipeline: keyword clustering, intent classification, cannibalization detection, content briefs, and on-page title/meta checks. Minor gaps exist (no rank/serp tracking or backlink/site-audit capabilities), but core keyword-and-content workflows are covered end to end.