baseball-stats-mcp
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TDQS
Scored across 6 tools
Each tool targets a distinct action (data status, player lookup, ranking, luck diagnosis, id search, standings), and cross-references between stats and luck-check help steer selection. However the mixed KBO/MLB scope is not obvious from names, so an agent may be unsure which league a generic tool like baseball_player_stats or baseball_leaderboard applies to.
Three prefix families (kbo_, baseball_, mlb_) coexist and the noun/verb structures vary: kbo_data_status and mlb_standings are noun-only while mlb_search_players is verb_noun. The prefixes plausibly encode data source, keeping it readable, but the pattern is not uniform.
Six tools is a tight, well-scoped set for a baseball stats server, with each tool covering a distinct facet (status, player, leaderboard, luck, search, standings). No tool feels redundant or out of place.
The surface covers data readiness, player stats, ranking, pitcher luck, id lookup, and standings, forming a coherent lookup-and-diagnose workflow. Minor gaps remain (e.g. no KBO-specific player search parallel to mlb_search_players, no team-level stats beyond standings), but agents can work around these.