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VesselAPI MCP Server

VesselAPI MCP Server

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    TDQS

    B3.1/5.0

    Scored across 19 tools

    Disambiguation2/5

    The port-events family is badly overlapping: get_port_events, list_port_events, search_port_events_by_port, search_port_events_by_vessel, and get_port_events_by_vessel all retrieve the same arrivals/departures data, and the distinction between get_*_by_vessel vs search_*_by_vessel is opaque because the by_vessel tool is described identically to its search counterpart. Position tools are more distinct, but an agent could easily misselect among the five port-event tools.

    Naming Consistency3/5

    Names are all snake_case verb_noun, which is readable, but the verbs (get/search/list) are applied inconsistently to the same resource, so 'search_port_events_by_vessel' and 'get_port_events_by_vessel' look synonymous rather than modeling different operations. This erodes the predictability of the verb pattern.

    Tool Count3/5

    19 tools is on the heavy side for the domain, and much of that weight comes from the redundant five-tool port-events cluster rather than from genuinely distinct capabilities.

    Completeness4/5

    The surface covers core workflows well: vessel lookup, port lookup, positions (single/batch/area/radius), declared ETA, emissions, casualties, and port events. A dedicated vessel schedule or route tool would help, but agents can work around the gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessOutdated data