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KuudoAI

Amazon Selling Central MCP

by KuudoAI

ExternalFulfillmentShipments_processShipment

Confirm or reject an external fulfillment shipment in Amazon Selling Central. Resolve shipment approval decisions directly through the SP-API MCP server.

Instructions

Catalog entry. Runs in your Kuudo deployment, not here. Confirm or reject the specified 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

C2.9/5.0
Behavior3/5

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

It discloses an important non-obvious trait – this is a catalog entry that runs in the user's Kuudo deployment rather than in the current environment – and states the binary confirm/reject behavior. However, with no annotations, it does not cover side effects, reversibility, permissions, or what a successful confirmation/rejection returns.

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?

Three short sentences keep the description brief, and the caveat is a legitimate qualifier. However, the core purpose is placed last, after the confusing 'Catalog entry' opener, so it is not optimally front-loaded.

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

Completeness2/5

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

For a mutating operation with no annotations, no output schema, and no declared parameters, the description is too thin: it does not explain how to identify the shipment, what confirm vs reject means operationally, or what response to expect. The remote-execution caveat is useful but does not make the tool safely invocable.

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

Parameters3/5

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

The input schema is empty with additionalProperties open, and the description does not name a shipment identifier or any request field, despite saying the shipment is 'specified.' The 0-param schema gives a baseline of 3, but an agent would still be guessing how to pass the shipment reference.

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 states a concrete action ('Confirm or reject') on a clear resource ('the specified shipment'), so an agent can tell what the tool is for. It does not explicitly contrast it with any sibling tool, and the 'Catalog entry' opener adds ambiguity, but the core purpose is still identifiable.

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

Usage Guidelines2/5

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

There is no guidance on when to choose processShipment over related tools such as updatePackageStatus or Shipping_cancelShipment. The only usage-relevant note is that it 'runs in your Kuudo deployment, not here,' which is a caveat rather than a selection rule.

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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