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Product reviews

list_product_reviews
Read-only

Published customer reviews of one product (rating 1 to 5, comment, verified buyer, store reply), newest first, 20 per page.

Input Schema

NameRequiredDescriptionDefault
storeYesStore id ("store" field from find_store or search_products).
cursorNonext_cursor from the previous page.
productYesProduct id ("product" field from search_products or browse_products).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior4/5

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

The annotations already establish that this is a safe read-only operation. The description adds useful behavioral context beyond annotations: only published reviews are returned, results are newest first, and pagination is 20 per page.

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

Conciseness5/5

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

The definition is a single front-loaded sentence with no wasted text. It efficiently combines the resource, returned fields, sort order, and page size.

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

Completeness5/5

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

For a read-only list tool with complete schema descriptions and clear annotations, the description provides the key remaining context: what fields are returned, that reviews are published only, sort order, and page size. No output schema exists, but the description sufficiently indicates the shape of returned reviews.

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?

Schema description coverage is 100%, so the schema already documents all three parameters and their sources. The description reinforces that the tool operates on one product but does not add syntax or format details beyond the 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 states exactly what is returned: published customer reviews for a single product. It clearly distinguishes this from sibling tools like list_product_questions by naming the review-specific resource and its scope.

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?

Usage is implied: call this when you need reviews for a known product, as reflected by the required product and store parameters. However, the description does not explicitly say when to use this versus alternatives or explain exclusions.

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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