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SpikeyCoder

Website Auditor MCP

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    TDQS

    A4.4/5.0

    Scored across 15 tools

    Disambiguation4/5

    Most tools target a clearly distinct output (report link, AI-visibility score, full audit, changes, competitor comparison, benchmark, tracking, recommendations, schema, GTM plan). A few boundaries blur — get_recommendations vs get_gtm_plan both answer 'what should I do', and run_audit overlaps get_ai_visibility since it includes the AI-visibility number — but descriptions explicitly cross-reference and draw the lines.

    Naming Consistency5/5

    Uniform verb_noun snake_case throughout (get_report, run_audit, track_site, list_tracked_sites, check_upgrade_status, generate_schema). No style drift or vague verbs; the naming is entirely predictable.

    Tool Count4/5

    15 tools sits at the top of the well-scoped band and each one maps to a distinct capability (audit, visibility, change detection, benchmarking, tracking lifecycle, recommendations, schema, GTM, billing, sample). Slightly heavy but nothing is obviously redundant.

    Completeness4/5

    Strong lifecycle coverage: sample, audit, visibility, changes, competitor/benchmark context, tracking add/remove/list/status, recommendations, schema, GTM plan, report sharing, and subscription status. Minor gaps exist — no explicit audit-history/list-reports or bulk/domain-management operations — but agents can work around them.

    Maintenance

    ActivityActive
    ResponsivenessNo issues