maxpreps-mcp
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TDQS
Scored across 15 tools
Each tool targets a distinct resource or level of granularity: school, team, schedule, roster, athlete, standings, rankings, and stat leaderboards. Near neighbors are explicitly differentiated in the descriptions, such as get_standings vs get_team, get_rankings vs get_team_rankings, and get_stat_leaders vs get_stat_leaderboard. No two tools require semantic guessing.
The maxpreps_ prefix with a get_ or list_ verb is applied consistently across almost all tools, making the pattern predictable. Minor deviations are maxpreps_search and maxpreps_healthcheck, which do not follow the verb_noun shape, and the subtle singular/plural pair stat_leaders vs stat_leaderboard.
Fifteen tools is at the high end of the ideal range, but each one maps to a distinct data surface, including an operational healthcheck and an explicit escape hatch. The granularity is justified by MaxPreps' broad read-only domain rather than bloat.
The set covers core MaxPreps workflows: search, school profile, team discovery, schedule, roster, standings, stats, rankings, and athlete career pages. Minor gaps like playoff brackets, arbitrary conference standings, and article listings are left to the raw get_page escape hatch, so agents can work around them.