mcp-site-analyst
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TDQS
Scored across 13 tools
Tools are cleanly separated by service prefix (ga4_ vs gsc_) and each targets a distinct function. Even the top_pages tools are unambiguous because one is GA4 page views and the other is GSC search clicks, with clear descriptions noting they are conveniences over more general reporting tools.
All tools follow a consistent lower_snake_case pattern with service prefixes, and the action or data focus is clear. While some names omit explicit verbs (e.g., ga4_top_pages), the pattern is uniform across the set, making it easy to infer behavior.
13 tools is well within the ideal range for a focused analytics server, covering both GA4 and GSC without redundancy. Each tool earns its place by providing a distinct, useful capability for site analysis.
The tool surface covers core analytics needs for both GA4 (demographics, realtime, custom reports, metadata, common metrics) and GSC (search performance, sitemaps, URL inspection, site listing). Minor gaps exist, such as no explicit GA4 property listing or advanced GSC sitemap submission, but these do not block typical analysis workflows.