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Crawlora MCP

nike_product_reviews

Read-only

One page of a Nike product's normalized customer reviews, plus an aggregate rating summary (average rating and a per-star rating breakdown) that nike_product does not otherwise expose. slug and style_color are the same values nike_product accepts. A product with no reviews yet returns a well-formed empty result rather than an error.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
slugYes
style_colorYes

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

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description adds genuinely useful behavior beyond that: results are 'normalized,' paginated one page at a time, include a rating aggregate, and a no-review product yields a well-formed empty result rather than an error.

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?

Three tight sentences, front-loaded with what the tool returns before moving to parameter provenance and edge-case behavior. No filler, though the parenthetical on the aggregate 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-value shape need not be spelled out; the description still helpfully names the aggregate fields. Safety is covered by annotations. The remaining gap is pagination semantics for the 'page' parameter, which prevents a full 5.

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% across 3 params. The description clarifies the provenance of slug and style_color (same as nike_product), which compensates for two of them, but says nothing about what 'page' means (page size, 1-based indexing, or maximum depth), leaving one parameter unexplained.

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 (returns one page of) and resource (normalized Nike customer reviews) plus an aggregate rating summary, and explicitly distinguishes the value-add from the sibling nike_product ('that nike_product does not otherwise expose'). An agent can tell what it gets without opening the schema.

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 establishes the prerequisite relationship: 'slug and style_color are the same values nike_product accepts,' which tells the agent to source those identifiers from nike_product. It does not state explicit when-not conditions or alternative review tools, but the context is clear enough to select 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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