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KuudoAI

Amazon Selling Central MCP

by KuudoAI

CustomerFeedback_getBrowseNodeReviewTrends

Retrieve positive and negative review trends for items in a browse node over the past six months to identify customer sentiment shifts.

Instructions

Catalog entry. Runs in your Kuudo deployment, not here. Retrieve the positive and negative review trends of items in a browse node for the past six months.

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

A3.8/5.0
Behavior3/5

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

With no annotations, the description carries the behavioral disclosure burden. It does disclose an important runtime trait, 'Runs in your Kuudo deployment, not here', and implies a read-only retrieval, but it omits permission requirements, output shape, and limitations around the six-month window.

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

Conciseness4/5

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

The description is compact and front-loads the environment caveat before the action. 'Catalog entry' is slightly cryptic and adds little, but the overall structure is efficient and free of redundant filler.

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 zero-parameter read-only tool, the description covers the main operation and time scope. However, it does not describe the output format or explain how the browse node is identified, and the environment caveat is left ambiguous; with no output schema, more detail would improve completeness.

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, so the schema has no gaps at 100% description coverage. The description appropriately avoids inventing parameter details, though it implies a browse-node scope that is not expressible in the empty schema.

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

Purpose5/5

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

The description uses a specific verb, Retrieve, and names the exact resource: positive and negative review trends of items in a browse node for the past six months. This narrow scope distinguishes it from sibling tools like getBrowseNodeReturnTrends and getBrowseNodeReviewTopics.

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

Usage Guidelines3/5

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

No explicit when-to-use or when-not-to-use guidance is provided, and no sibling tool is named as an alternative. The intended use is implied by the operation description, and the environment caveat adds context but does not help choose between similar tools.

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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