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mambalabsdev

mcp-website-traffic-rank-estimator

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    TDQS

    A4.4/5.0

    Scored across 1 tool

    Disambiguation5/5

    There is only one tool, so no misselection is possible. Its purpose is stated precisely and even disambiguates itself from a common confusion (ranks vs. visit counts).

    Naming Consistency5/5

    The single tool uses a clear snake_case verb_noun pattern (estimate_website_traffic_rank) that matches the server name. No competing conventions exist to conflict with it.

    Tool Count4/5

    One tool is defensible for a deliberately narrow, single-operation microservice (fetch a rank for a domain). It is slightly thin in that there is no batch or multi-domain variant, which would be natural for research use.

    Completeness4/5

    The single operation returns everything the stated domain requires: rank, observation date, band, trend, and an explicit not_found outcome, with read-only scope acknowledged. The only gap is bulk/batch lookup for comparing many domains at once.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues