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Anandb71

CargoMind MCP Server

by Anandb71
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Python
Hybrid

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.9/5.0

    Scored across 11 tools

    Disambiguation5/5

    Tools are cleanly separated by resource and action: shipment tracking/list/history/status update, inventory/warehouses/reorders, fleet assignment, carriers, and KPIs. Overlaps are minimal; track_shipment and shipment_history differ in scope (current status plus recent events vs full event trail).

    Naming Consistency4/5

    Names are consistently snake_case and mostly follow a verb_noun pattern such as track_shipment, list_shipments, update_shipment_status, check_inventory, create_reorder, assign_vehicle, and get_kpis. The main deviation is shipment_history, which is noun_noun rather than action-first, but it remains readable and predictable.

    Tool Count5/5

    11 tools is well-scoped for a logistics control tower, covering shipments, inventory, warehouses, fleet, carriers, and KPIs without obvious filler. Each tool maps to a clear operational task.

    Completeness4/5

    Core operational workflows are covered: track/update shipments, inspect inventory, raise reorders, assign vehicles, and monitor KPIs. Gaps remain around shipment creation/cancellation and purchase-order or vehicle lifecycle management, but these are minor for a monitoring and dispatch-oriented server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources