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Crawlora MCP

apple_books_audiobook_similar

Read-only

Apple Books audiobook "Customers Also Bought" recommendations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
IDYesApple Books numeric audiobook ID (required), e.g. 1442174040.
LangYesOptional language code, e.g. en-US.
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

B3.2/5.0
Behavior3/5

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 that the recommendations derive from a "Customers Also Bought" signal, which is genuine context beyond the annotations, but says nothing about result count, ranking, or rate limits.

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?

A single short sentence that is front-loaded and wastes no words. It is appropriately sized for a simple lookup tool, though it is arguably too terse to be maximally useful.

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

Completeness3/5

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, and all three required params are documented in the schema. However, for a recommendation tool the description gives no hint about result size or how the recommendation set is scoped, leaving the definition merely adequate.

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 ID, Lang, and Country are already fully documented in the schema with examples and defaults. The description adds no parameter meaning beyond that, so the baseline 3 applies.

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?

States a specific resource (Apple Books audiobooks) and the nature of the output ("Customers Also Bought" recommendations), which is more specific than a bare name restatement. It does not explicitly differentiate itself from the sibling apple_books_book_similar, though the audiobook qualifier implies the distinction.

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 mention of prerequisites, and no reference to alternatives such as apple_books_book_similar or apple_books_audiobook_search. The agent must infer usage entirely from the name.

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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