Skip to main content
Glama

Crawlora MCP

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

TableJSON Schema
NameRequiredDescriptionDefault
pidYes
pageNo
siteNo

Output Schema

TableJSON 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. First observed

TDQS

A4.3/5.0
Behavior4/5

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

With readOnlyHint and openWorldHint already covering the safety profile, the description adds real behavioral context: page-scoped retrieval, the storefront/pid matching requirement, and the well-formed empty result for no-reviews or unrecognized pids. It does not discuss rate limits or pagination termination, but the additions are substantive.

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?

Front-loaded with the primary return content, then parameter guidance, then edge-case behavior. The parenthetical field lists are dense but each element is informative, so nearly every clause earns its place.

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-value detail is not strictly required, and annotations cover safety; the description still supplies pagination scope, parameter sourcing, and empty-result behavior. Complete enough to call correctly, with only minor gaps like how many reviews per page.

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 description coverage is 0%, so the description must carry the load, and it does: pid is defined as a style id from jcrew_search, site as the storefront that must match the pid with a default of jcrew, and page is implied by 'one page'. Only page lacks explicit semantics, keeping it short of a 5.

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 and resource ('One page of a J.Crew or J.Crew Factory product's normalized customer reviews') and enumerates the returned fields plus the rating summary, so it is unmistakably distinct from siblings like jcrew_product and jcrew_search.

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?

It tells the agent where pid comes from ('a style id from jcrew_search's id field') and constrains site to the pid's storefront, which is clear routing context. It stops short of an explicit when-to-use-vs-alternative statement, so it is strong but not complete.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources