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jcrew_product_reviews

Read-only

One page of a J.Crew or J.Crew Factory product's normalized customer reviews (author, location, date, rating, headline, body, verified-purchase flag), plus the product's overall rating summary (average rating, rating count, per-star histogram, recommended ratio). pid is a style id from jcrew_search's id field; site must match the storefront the pid belongs to (default jcrew). A product with no reviews yet, or an unrecognized pid, returns a well-formed empty result.

Input Schema

NameRequiredDescriptionDefault
pidYesStyle id, from a search result's id field
pageNoOne-based page, 10 reviews per page
siteNoStorefront the pid belongs to. Documented values: jcrew, factory.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / page / description
      Added value: +"One-based page, 10 reviews per page"
    • addedInput schema / properties / pid / description
      Added value: +"Style id, from a search result's id field"
    • addedInput schema / properties / site / description
      Added value: +"Storefront the pid belongs to. Documented values: jcrew, factory."
  2. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already mark this readOnly and openWorld, so the safety profile is covered. The description adds genuine value beyond them by disclosing that a product with no reviews or an unrecognized pid returns a well-formed empty result, and by noting one-page/10-per-page pagination semantics.

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?

Dense but front-loaded with what is returned, followed by identifier provenance and the empty-result caveat. The single long sentence with parenthetical field lists is slightly sprawling but every clause carries information.

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

Completeness4/5

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

An output schema exists, so return shape need not be explained, yet the description adds the empty-result edge case and pagination behavior. For a three-parameter read tool with annotations and an output schema, this is essentially complete.

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?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: it names jcrew_search as the exact origin of pid and specifies that site defaults to jcrew, a default not stated in 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?

States a specific verb+resource (one page of J.Crew / J.Crew Factory product reviews) and enumerates the returned fields (author, location, date, rating, headline, body, verified flag) plus the rating summary. It clearly distinguishes itself from jcrew_product and jcrew_search by naming them as the source of the pid.

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?

Tells the agent where pid comes from (jcrew_search's id field) and that site must match the storefront the pid belongs to, with a default of jcrew. It does not explicitly say when to prefer this over jcrew_product or other siblings, but the context is clear enough to route correctly.

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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