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3D Pallet Packing MCP
x402
3D Pallet Packing MCP is a paid API for AI agents from api.m2mcent.com, paid per call via x402, $0.2/call, status unknown (last checked 2026-09-15).
Computes optimal 3D bin-packing arrangements for items onto pallets, returning placement coordinates and packing efficiency data.
Price / call$0.2
Success—
StatusUnknown
How this service works
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Output
Returns a structured packing plan including 3D placement coordinates (x, y, z) for each item on the pallet, overall space utilization percentage, number of pallets required, stacking order recommendations, and potentially a visualization-ready layout description.
Example use cases
Warehouse shipment load planning
“I'm preparing a freight shipment with 30 cartons of different sizes — the smallest are 8x6x4 inches and the largest are 24x18x12 inches, all going on a 48x40x60 inch pallet. Can you calculate the optimal 3D packing layout to maximize space and keep heavier boxes on the bottom?”
E-commerce fulfillment center optimization
“We're loading pallets for our fulfillment center with a mix of product boxes: 50 small boxes at 6x6x6 inches and 20 medium boxes at 12x8x8 inches, pallet is 48x40 inches with a max height of 72 inches. Run the pallet packing algorithm and tell me how many pallets I'll need and how to arrange them.”
Retail distribution center pallet planning
“I have 40 identical cases measuring 15x10x10 inches and 15 cases at 20x14x12 inches destined for a retail distribution run — can you figure out the most space-efficient 3D arrangement to pack all of these onto a standard 48x40 inch pallet?”
Technical details
Endpoint
POSThttps://api.m2mcent.com/3d-pallet-packing-mcp/api/processWhen to prefer
Choose this endpoint when you need automated 3D spatial optimization for pallet loading in logistics, warehouse, or shipping contexts. It is especially useful when dealing with heterogeneous box sizes that require algorithmic placement rather than simple manual stacking. Prefer this over generic bin-packing libraries when you need a hosted, pay-per-call MCP-compatible API that integrates into agentic workflows without infrastructure setup.
Side effects
- Items too large to fit on specified pallet dimensions — returns error or infeasible solution
- Malformed or missing data string in request body — returns 400 or processing error
- Items collectively exceed pallet weight or volume capacity — may return partial or infeasible solution
- Ambiguous or incomplete item specification in the data field — may return unexpected results
- Service unavailable or payment not processed — returns 402 or 503
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| payload | string |
Output
Schema · Response
{
"type": "json",
"example": {
"success": true
}
}Tags
x402
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