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Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, risk, ship decisions

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
Baneado98/freight-pulse
GitHub Stars
0
Server Listing
freight-pulse

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 46 tool updates
    • Addedappointment_plan
    • Addedbooking_strategy
    • Addedbuild_tender
    • Addedcarbon_footprint
    • Addedcarrier_recommendation
    • Addedcheck_lc_documents
    • Addedcheck_watches
    • Addedcold_chain
    • Addedcompare_modes
    • Addedcontingency_plan
    • Addedcreate_watch
    • Addedcustoms_optimization
    • Addedcustoms_valuation
    • Addeddecarbonization_roadmap
    • Addeddnd_strategy
    • Addeddoor_to_door
    • Addedequipment_availability
    • Addedevaluate_bids
    • Addedexport_compliance
    • Addedfx_exposure
    • Addedget_all_in_rate
    • Addedget_landed_cost
    • Changedget_lane_trend2 fields changed
      • addedInput schema / properties / forecast_weeks
        Added value: +{
        +  "description": "How many weeks ahead to forecast the rate (1–26, default 6). Prediction intervals widen with the horizon.",
        +  "type": "number"
        +}
      • addedInput schema / properties / ship_date
        Added value: +{
        +  "description": "The intended shipment date (ISO 'YYYY-MM-DD' or any parseable date). The seasonality calendar (CNY, peak season, GRIs, blank sailings) is evaluated for THIS date. Optional; defaults to today.",
        +  "type": "string"
        +}
    • Addedget_port_intel
    • Addedget_scorecard
    • Addedincoterm_responsibility
    • Addedinsurance_recommendation
    • Addedinventory_optimization
    • Addedlane_risk_index
    • Addedload_plan
    • Addedmarket_report
    • Addedoptimize_network
    • Addedpallet_plan
    • Addedpayment_terms
    • Addedprocurement_strategy
    • Addedqualify_fta_origin
    • Addedrate_benchmark
    • Addedrecord_performance
    • Addedrequired_documents
    • Addedreverse_logistics
    • Addedselect_provider
    • Addedship_decision
    • Addedsimulate_scenario
    • Addedsourcing_analysis
    • Addedspecial_cargo
    • Addedtotal_cost_ownership
  2. 2 tool updates
    • First observedget_lane_trend
    • First observedget_spot_rate

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TDQS

A4.1/5.0
Disambiguation4/5

Most tools have distinct purposes, e.g., get_spot_rate vs get_all_in_rate vs get_landed_cost clearly differ. Some overlap exists (booking_strategy vs procurement_strategy, equipment_availability vs load_plan), but detailed descriptions help differentiate. Overall, an agent can usually select the correct tool.

Naming Consistency3/5

Tool names are lowercase with underscores, but patterns vary: some are verb_noun (build_tender, check_lc_documents), others are noun phrases (booking_strategy, carbon_footprint). While readable, there is no strict convention, making it less predictable.

Tool Count2/5

With 47 tools, the set is very large. While each tool addresses a specific aspect of freight management, many could be combined (e.g., multiple watch-related tools). This volume risks overwhelming users and agents, suggesting a need for consolidation.

Completeness5/5

The tool set covers an impressively broad range: spot rates, all-in costs, port intel, equipment, mode comparison, carrier recommendation, procurement, D&D, customs, trade finance, inventory, sourcing, etc. There are no obvious gaps for the stated domain of freight decision support.