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Maritime Vessel Data MCP Server

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    TDQS

    A4.1/5.0

    Scored across 14 tools

    Disambiguation5/5

    Each tool targets a clearly distinct resource or analytical question: vessel search, nearby vessels, area/watched filters, single/fleet tracks, region subscription, and derived metrics like passage time, port calls, congestion, density, and anchorages. Even the geographically overlapping tools are differentiated by their exact filter semantics and described with enough precision to prevent misselection.

    Naming Consistency3/5

    Names are readable and consistently snake_case, but the pattern is mixed: some are verb-first (search_vessels, list_regions, set_regions) while most are descriptive noun phrases (vessel_track, port_calls, traffic_density, anchorages). There is no single consistent convention, though the names remain self-explanatory.

    Tool Count5/5

    Fourteen tools is within the ideal range and each tool earns its place: discovery, details, tracks, region subscription, and specialized maritime analytics are all represented without redundant or filler tools. The count matches the breadth of the domain well.

    Completeness5/5

    The server covers the full read-only AIS workflow: finding vessels, retrieving details, viewing current positions and historical tracks, managing region subscriptions, and producing derived insights like passage times, port calls, congestion, traffic density, and anchorages. No obvious dead ends or missing operations are apparent for its stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues