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sat-score-percentiles-mcp

sat-score-percentiles-mcp

by theluckystrike
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    TDQS

    A3.9/5.0

    Scored across 4 tools

    Disambiguation4/5

    The four tools target distinct operations: score→percentile, percentile→score, state lookup, and state ranking. The only risk is the near-mirror pair get_sat_percentile vs get_score_for_sat_percentile, which are inverse functions with very similar names; the descriptions disambiguate direction, but an agent could still pick the wrong one at a glance.

    Naming Consistency4/5

    All names are snake_case with verb-first phrasing (get_*, rank_*), which is consistent and readable. The minor deviation is that the two inverse tools use asymmetric, easily-confused constructions rather than a clean pattern like percentile_for_score / score_for_percentile.

    Tool Count5/5

    Four tightly scoped tools map exactly onto the domain's two axes (score↔percentile conversion and state-level data/ranking). Each tool earns its place with no redundancy or filler.

    Completeness4/5

    Both directions of percentile lookup plus state detail and cross-state ranking give solid coverage. Minor gaps remain: no tool to compare two scores or list available states/metrics, and no national-aggregate lookup beyond what's embedded in the state comparison.

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