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mlb-api-mcp

by guillochon
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Python
Hybrid

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    TDQS

    B3.4/5.0

    Scored across 24 tools

    Disambiguation4/5

    Most tools have distinct purposes targeting specific MLB resources like games, players, teams, and statistics. However, some overlap exists between get_mlb_player_info and get_mlb_players, and between get_mlb_team_info and get_mlb_teams, which could cause minor confusion. The Statcast tools are clearly differentiated by batter/pitcher/team focus.

    Naming Consistency5/5

    All tools follow a consistent get_* prefix pattern with snake_case naming. The naming convention is uniform throughout, with clear verb_noun structure (e.g., get_mlb_boxscore, get_mlb_schedule, get_statcast_batter). No mixing of naming styles or inconsistent patterns.

    Tool Count3/5

    24 tools is borderline heavy for an MLB API server. While MLB has many data dimensions, this feels like it could be consolidated (e.g., multiple player/team retrieval tools). The count suggests potential redundancy rather than comprehensive coverage of distinct operations.

    Completeness4/5

    The toolset provides extensive read-only coverage of MLB data including games, players, teams, statistics, and advanced metrics. Minor gaps exist in write operations (no create/update/delete tools) and some specialized queries, but for a data retrieval API this is reasonably complete for agent workflows.

    Maintenance

    ActivityStale
    ResponsivenessUnresponsive

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