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KuudoAI

Amazon Selling Central MCP

by KuudoAI

FulfillmentInboundV0_getBillOfLading

Retrieve a bill of lading for LTL/FTL freight shipments to complete inbound logistics documentation and streamline carrier processing.

Instructions

Catalog entry. Runs in your Kuudo deployment, not here. Returns a bill of lading for a Less Than Truckload/Full Truckload (LTL/FTL) shipment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.0.0

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the disclosure burden; it does add useful behavioral context by stating this is a catalog entry, runs externally in Kuudo, and returns a bill of lading. However, 'catalog entry' is ambiguous and unexplained, and there is no mention of output format, authentication needs, or operational limitations beyond the deployment note.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and mostly economical, but the opening fragment 'Catalog entry.' is vague and partly redundant with the following sentence about running in Kuudo. Reordering to lead with the return behavior would make the structure clearer.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a no-parameter tool the description covers the essential facts: what it returns, for which shipment type, and where it runs. It remains incomplete about what 'catalog entry' means operationally and what the agent should do with the returned document, especially since no output schema is present to fill that gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are zero parameters and the schema description coverage is 100%, so the description does not need to document inputs; the no-parameter baseline is 4. The description adds nothing about how a specific shipment is identified, but that is not a significant gap given the empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Returns') and a specific resource ('bill of lading') scoped to LTL/FTL shipments, which makes the core purpose clear. It does not explicitly contrast with sibling document-returning tools such as FulfillmentInboundV0_getLabels or Shipping_getShipmentDocuments, so it stops short of full differentiation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear usage context: it applies to LTL/FTL shipments and, importantly, notes it runs in the user's Kuudo deployment rather than in the current environment. It does not name alternatives or give explicit when-not-to-use guidance, so it lacks the full exclusion criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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