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Crawlora MCP

oldnavy_product_reviews

Read-only

Old Navy, Gap, Banana Republic, or Athleta product reviews for one color variant: one page of customer reviews (author, 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 color-specific id from oldnavy_search's colors[].id field. A product with no reviews yet returns a well-formed empty result.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pidYes
pageNo
brandNo

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

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety is covered. The description adds useful behavior beyond that: it returns exactly one page, and a product with no reviews returns a well-formed empty result rather than an error. It doesn't disclose rate limits or page sizing defaults.

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 resource and scope, and the pid provenance note is placed right where it matters. The field enumeration is somewhat verbose given an output schema exists, but it is not padded with 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?

Because an output schema exists, the return-field list is largely redundant and the description could instead cover the undocumented page and brand parameters. The pid provenance is the one essential thing it nails; the two optional params remain ambiguous, which is a meaningful gap for a 3-param tool.

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 0%, so the description must carry the load. It gives strong semantics for the required pid (color-specific id from oldnavy_search), but page and brand are completely unaddressed in both schema and description, leaving a real gap.

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 resource (product reviews across Old Navy/Gap/Banana Republic/Athleta) scoped to one color variant, and enumerates the returned review fields and rating summary. An agent can clearly distinguish this from oldnavy_product and oldnavy_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?

Explicitly tells the agent where pid comes from (oldnavy_search's colors[].id), which is the key routing rule for this tool versus its siblings. It stops short of stating when-not to use it or naming a direct alternative review tool.

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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