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Crawlora MCP

apple_books_book_reviews

Read-only

Apple Books customer reviews.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
IDYesApple Books numeric book ID (required), e.g. 1037193578.
LangYesOptional language code, e.g. en-US.
PageYesReview page number, default 1.
LimitYesReviews per page, default 10, max 20.
CountryYesISO-2 storefront country code, e.g. US. Default US.

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

C2.5/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds nothing further — no note on pagination limits, storefront behavior, or what the review set contains — despite being a 5-required-param retrieval tool.

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

Conciseness3/5

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

It is a single short fragment with no padding, but its brevity reflects under-specification rather than disciplined editing. There is no front-loaded action statement to anchor the agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

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 described, but with five required parameters, no usage guidance, and no differentiation from the audiobook-reviews sibling, the description is too thin to reliably drive correct tool selection.

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%, so the schema already documents ID, Country, Lang, Page, and Limit with examples and defaults. The description contributes no additional parameter meaning, so the baseline of 3 applies.

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

Purpose3/5

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

The phrase 'Apple Books customer reviews' identifies the resource and provider but uses no verb and gives no scope. It also fails to distinguish itself from the sibling apple_books_audiobook_reviews, leaving the agent to infer that this covers ebooks rather than audiobooks.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus apple_books_book, apple_books_search, or apple_books_audiobook_reviews. No prerequisites or exclusions are stated.

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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