citable-mcp
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TDQS
Scored across 19 tools
The tools are grouped into coherent families, but the four keyword tools and five AI-citation tools overlap in purpose and can be difficult to distinguish at a glance. The detailed cross-references help, but there are more potentially confusing pairs than the ideal.
All tools share the citable_ prefix and snake_case style, which creates a predictable pattern across the server. However, names mix noun-style analytics endpoints like citable_serp and citable_backlinks with verb-style actions like citable_connect and citable_keyword_suggest, so it is not a uniform verb_noun pattern.
19 tools is above the ideal 3-15 range, but the count is justified by the breadth of SEO and citability analytics plus the granular paid pricing model. Each endpoint earns its place; the server feels slightly heavy rather than bloated.
The tool surface covers the full domain: wallet setup, keyword discovery and metrics, SERP and rank checks, on-page audit, backlinks, AI visibility, top cited pages, cited prompts, trends, share of voice, and domain history. There are no obvious dead ends or missing core operations for a stateless analytics API.