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Crawlora MCP

bestbuy_product_reviews

Read-only

Page 1 (up to 20) of a Best Buy product's normalized customer reviews: rating, title, text, author, posted date, tags such as Verified Purchaser, recommended flag, and helpful/unhelpful counts. sku is the numeric Best Buy SKU shown on bestbuy.com product pages and URLs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
skuYesRequired. Numeric Best Buy SKU, e.g. from a bestbuy_product result's sku field.

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

A3.8/5.0
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 meaningful behavior beyond that: it caps results at 'Page 1 (up to 20)', which tells the agent there is no pagination control, and details the shape of the review objects (tags, recommended flag, helpful/unhelpful counts). Auth or rate-limit behavior is not mentioned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences, front-loaded with scope and return contents, followed by the SKU clarification. Every clause earns its place with no filler.

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?

With an output schema present, the description needn't explain return values, yet it still summarizes them plus the page-size cap, covering what an agent needs to call it correctly. Minor gaps (no explicit note on sorting or whether more pages are retrievable elsewhere) keep it from a 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 100% for the single sku parameter, so the schema already carries the load. The description adds only a modest clarification (the SKU is the numeric value shown on bestbuy.com pages and URLs), which is baseline-level value over the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb+resource ('Page 1 (up to 20) of a Best Buy product's normalized customer reviews') and enumerates the returned fields, so an agent immediately knows this fetches reviews. It does not explicitly contrast itself with nearby siblings like bestbuy_product or bestbuy_product_questions, so it falls short of a 5.

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 only implied: you supply a SKU to get that product's reviews. There is no explicit when-to-use/when-not or naming of an alternative tool for product info versus reviews. Adequate but leaves routing inference to the agent.

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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