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SEO Intellect MCP

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    TDQS

    B3.2/5.0

    Scored across 22 tools

    Disambiguation4/5

    Each tool maps to a distinct SEO API function, and most names signal their target clearly, such as positions vs positions_multi and page_index vs site_age. A few text/content tools like seo_text, text_analyze, and keywords_checker have adjacent purposes, but their descriptions provide enough separation.

    Naming Consistency3/5

    The names are consistently snake_case and domain-meaningful, but they do not follow a single verb_noun pattern. The set mixes noun phrases like relevant_pages and copywriter_brief, acronyms like lsi and sqi, and awkward constructions like text_analyze, making the naming readable but stylistically inconsistent.

    Tool Count3/5

    At 22 tools, the surface is on the heavy side and will require agents to navigate many niche options. Each tool appears to serve a distinct purpose, but the count is above the typical well-scoped range.

    Completeness4/5

    The tool set covers major SEO workflows: keyword research, SERP analysis, rank tracking, technical crawling, content briefs, and text optimization. Minor gaps such as historical rank tracking or broader backlink-profile analysis prevent a perfect score, but core workflows have no dead ends.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues