seo-crawler-mcp
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TDQS
Scored across 7 tools
Each tool targets a specific stage of the SEO workflow: crawling, auditing, structure analysis, bulk classification, single-item classification, taxonomy lookup, and report export. The two classification tools are clearly differentiated by batch vs. single input in their descriptions. No two tools are likely to be confused for the same task.
All tool names follow a consistent verb_noun pattern in snake_case: crawl_website, audit_seo_issues, analyze_site_structure, classify_content_topics, classify_single_url_or_text, get_taxonomy, export_crawl_report. The naming clearly indicates the action and target. There are no mixed conventions or vague verbs.
Seven tools is well-scoped for an SEO crawler and analysis server. Each tool covers a distinct part of the pipeline without redundancy or excessive granularity. The count feels appropriate for the domain.
The toolset covers the full core workflow: crawl, audit, structure analysis, content classification, taxonomy reference, and report export. There are no obvious dead-end workflows, but minor gaps exist such as the lack of a tool to manage crawl sessions or retrieve raw crawl data independently after crawling. Overall the surface is sufficient for the intended purpose.