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Crawlora MCP

macys_product_reviews

Read-only

One page of a Macy's product's normalized customer reviews, plus a site-wide rating summary (rating count, average rating, recommended ratio, rating histogram) for the product. product_id is the same numeric id used by macys_product. A product with zero reviews, or a well-formed but unrecognized product_id, returns a normal, empty result rather than an error.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
product_idYes

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

A3.9/5.0
Behavior4/5

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

Goes beyond the readOnly/openWorld annotations by disclosing the return shape (paginated reviews + aggregated summary) and, importantly, the failure semantics: zero-review products and unrecognized-but-well-formed ids return an empty result, not an error. That is genuinely useful behavior an agent cannot infer from annotations.

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 tool's output, followed by the id provenance and edge-case behavior. Three sentences, each earning its place, though the parenthetical field list is slightly dense.

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 values need not be spelled out, yet the description still characterizes them. Combined with the annotations and the empty-result note, an agent has what it needs; only the page parameter's semantics remain thin.

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 coverage is 0%, so the description must carry the load. It clarifies product_id well (the same numeric id used by macys_product) but says nothing about the page parameter beyond the opening phrase 'One page', leaving pagination semantics to inference.

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: returns one page of normalized customer reviews plus a site-wide rating summary with named fields (rating count, average rating, recommended ratio, histogram). It distinguishes itself from macys_product by pinning product_id to that sibling's numeric id.

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 rather than stated: the reader infers 'call this to fetch reviews.' It does provide useful routing context (product_id comes from macys_product), but never explicitly frames this vs. macys_product or macys_suggest as alternatives, nor when to page through results.

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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