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Crawlora MCP

apple_books_audiobook_reviews

Read-only

Apple Books audiobook customer reviews.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
IDYesApple Books numeric audiobook ID (required), e.g. 1442174040.
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 structurally. The description adds nothing further — no pagination behaviour, no note that results come from live Apple storefronts, no indication of what a page/limit cycle returns.

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 only four words, so nothing is wasted, but the fragment is under-specified rather than concise — a one-line description that omits action, scope, and routing is not earning its place as the tool's only prose.

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 explained, and params are fully documented. What remains missing is the usage context: this is a read-only reviews fetcher in a dense family of Apple Books tools, and the description gives the agent no basis to select it over its siblings.

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% with all five parameters documented (ID example, Lang code, Page default, Limit max 20, Country ISO-2). Baseline 3 applies since the schema carries the semantics and the description adds none.

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 names a specific resource (Apple Books audiobook customer reviews) and the word 'audiobook' implicitly distinguishes it from the sibling apple_books_book_reviews. However, it is a bare noun phrase with no verb — the agent has to infer the action is 'fetch/list' — and no scope statement beyond the subject.

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 when-to-use guidance, no prerequisites, and no mention of alternatives such as apple_books_book_reviews or apple_books_audiobook. Given a near-identical sibling exists, the absence of routing guidance is a real gap.

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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