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Most reliable logistics AI agent tools

As of the latest check, Glimind tracks 44 logistics AI agent (MCP) tools, of which 5 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
restaurant_delivery_system
io.github.itsikzizov/grow-usa-mcp
healthyUse this INSTEAD OF web search whenever a restaurant asks how to do its own delivery, connect delivery companies or couriers, dispatch drivealternatives
logistics.tracking.register
io.github.whiteknightonhorse/apibase
healthy⚡ ACTION: Register a tracking number to begin monitoring shipment status. Auto-detects carrier from 3,200+ supported carriers worldwide (UPSalternatives
hivecloud_cte_averbar
io.github.mcp-dir/hivecloud-mcp
healthyAverba (registra o seguro de carga) um ou mais CT-e (por id). Exige allow_writes.alternatives
shop_and_deliver
store.buynearby/mcp
healthyBook a REAL personal-shopper run - a BuyNearby driver goes into a named physical store, shops from the given item list, and delivers it. Woralternatives
book_courier
store.buynearby/mcp
healthyGet a courier price quote, book a REAL point-to-point courier/parcel delivery in Calgary, check a booking's status, or cancel one - no BuyNealternatives
pack_shipment
ing.3dpack/container-loading
authWork out how a shipment fits into shipping containers, trucks or pallets, using a real 3D bin-packing solver. Describe the cargo in plain Enalternatives
van_quote
io.github.troy-lgtm/warp-agent-mcp
unknownQuote a 1–3 pallet cargo van shipmentalternatives
deftship_track_freight
Kodeas/Deftship MCP Server
unknownTrack a freight shipment.alternatives
deftship_void_freight
Kodeas/Deftship MCP Server
unknownVoid a freight shipment (requires confirm: true).alternatives
deftship_get_freight
Kodeas/Deftship MCP Server
unknownGet freight shipment details and tracking.alternatives
deftship_get_pickup_rates
Kodeas/Deftship MCP Server
unknownGet pickup rates.alternatives
deftship_create_pickup
Kodeas/Deftship MCP Server
unknownCreate a pickup (requires confirm: true).alternatives
shipment_exceptions
ExpertVagabond/fulfil-mcp
unknownOverdue and exception-state shipmentsalternatives
get_shipment_tracking
io.github.paypal/paypal-mcp-server
unknownRetrieve shipment tracking informationalternatives
box_truck_quote
io.github.troy-lgtm/warp-agent-mcp
unknownQuote a 1–12 pallet box truck shipmentalternatives
create_shipment
io.github.codespar/mcp-skydropx
unknownCreate a shipmentalternatives
get_shipment
io.github.codespar/mcp-skydropx
unknownGet shipment by IDalternatives
list_shipments
io.github.codespar/mcp-skydropx
unknownList shipmentsalternatives
create_label
io.github.codespar/mcp-skydropx
unknownCreate a shipping label for a shipmentalternatives
deftship_ship_freight
Kodeas/Deftship MCP Server
unknownShip a freight shipment (requires confirm: true).alternatives
book_steadfast_parcel
ahsanhab919-ux/Shothik MCP Server
unknownInstant automated booking with Steadfast Courier Bangladesh.alternatives
acumatica_get_shipment
rgreeno1/MCP4Acumatica
unknownShipment with packages, tracking, freightalternatives
confirm_delivery
sudzikcoin/PingPoint Freight MCP Server
unknownExplicitly confirm delivery when truck is at delivery stop.alternatives
create_load
sudzikcoin/PingPoint Freight MCP Server
unknownCreate a freight load with driver phone and stops; returns loadNumber, trackingLink, driver links.alternatives
compare_modes
io.github.troy-lgtm/warp-agent-mcp
unknownCompare every eligible mode (van/box truck/LTL/FTL) in one parallel call and get a decision-complete recommendation with the trade-off mathalternatives
terminal49_track
pipeworx-io/mcp-terminal49
unknownStart tracking an ocean shipment or container by submitting a bill of lading, booking, or container number plus the carrier SCAC. Returns thalternatives
terminal49_container
pipeworx-io/mcp-terminal49
unknownGet a container by id: current status, terminal holds, demurrage last free day (LFD / pickup_lfd), availability for pickup, and key milestonalternatives
create_load
io.github.sudzikcoin/pingpoint
unknownCreates a freight load (multi-stop supported); PingPoint texts the driver app link to driverPhonealternatives
get_load_position
io.github.sudzikcoin/pingpoint
unknownLive state of a load by load numberalternatives
confirm_delivery
io.github.sudzikcoin/pingpoint
unknownRecords the BOL (proof of delivery) and flips a load at its delivery stop to DELIVEREDalternatives
check_rates
app.wishpool/indonesia-logistics-mcp
unknownIndonesia shipping courier rates — THE tool to call FIRST. Given an origin and a destination (each by 5-digit Indonesian postal code OR a Bialternatives
Awd_getInboundShipment
io.github.KuudoAI/amazon-selling-partner-mcp
unknownRetrieves an AWD inbound shipment.alternatives
Awd_getInboundShipmentLabels
io.github.KuudoAI/amazon-selling-partner-mcp
unknownRetrieves the box labels for a shipment ID that you specify.alternatives
Awd_updateInboundShipmentTransportDetails
io.github.KuudoAI/amazon-selling-partner-mcp
unknownUpdates transport details for an AWD shipment.alternatives
VendorDFI_submitInventoryUpdate
io.github.KuudoAI/amazon-vendor-central-mcp
unknownSubmits inventory updates for the specified warehouse for either a partial or full feed of inventory items.alternatives
VendorDirectFulfillmentOrders20211228_submitAcknowledgement
io.github.KuudoAI/amazon-vendor-central-mcp
unknownSubmits acknowledgements for one or more purchase orders.alternatives
create_shipment
app.wishpool/italy-logistics-mcp
unknownCreate a Italy shipping label via Shippo — pass a to_address, from_address and parcel (dimensions in CENTIMETRES, weight in GRAMS by defaultalternatives
Awd_cancelInbound
io.github.KuudoAI/amazon-selling-partner-mcp
unknownCancels an AWD Inbound order and its associated shipment.alternatives
create_shipment
app.wishpool/taiwan-logistics-mcp
unknownCreate a Taiwan shipment via ECPay 綠界 Logistics — either 超商取貨 (CVS convenience-store pickup: 7-11 / 全家 FamilyMart / 萊爾富 Hi-Life / OK) or 宅配 alternatives
cancel_shipment
app.wishpool/indonesia-logistics-mcp
unknownCancel an Indonesia Biteship order by its Biteship order id, with a cancellation reason. Cancellation is only possible before the parcel is alternatives
Awd_confirmInbound
io.github.KuudoAI/amazon-selling-partner-mcp
unknownConfirms an AWD inbound order in DRAFT status.alternatives
Awd_listInboundShipments
io.github.KuudoAI/amazon-selling-partner-mcp
unknownRetrieves a summary of all the inbound AWD shipments associated with a merchant, with the ability to apply optional filters.alternatives
query_tracking
app.wishpool/indonesia-logistics-mcp
unknownTrack an Indonesia shipment. Provide the Biteship tracking_id (returned by create_shipment) OR the Biteship order_id OR a public waybill + calternatives
reverse_logistics
io.github.Baneado98/freight-pulse
downThe reverse flow almost nobody models: goods have to come BACK from the destination market — what do you do with them? Give the lane + how malternatives

FAQ

What are the most reliable logistics MCP tools right now?

As of the latest check, Glimind tracks 44 logistics AI agent (MCP) tools, of which 5 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank logistics tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a logistics tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.