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Crawlora MCP

audible_product_related

Read-only

Audible titles related to an audiobook (same series/narrator/author).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
asinYesAudible ASIN, e.g. B08G9PRS1K.
limitYesMax results, default 10, max 50.
similarity_typeYesRequired. How to relate titles to the given ASIN.

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

B3.4/5.0
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 only adds the nature of the relation (series/narrator/author) and says nothing about result ordering, pagination, or coverage limits, so it adds modest context beyond the structured fields.

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 tight sentence with the core noun phrase front-loaded and zero filler. It is efficient, though its brevity means some useful detail is simply absent rather than trimmed.

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 annotations cover safety. However, for a tool whose behavior hinges on similarity_type, the description does not explain that parameter or position the tool against audible_series, leaving a small but real gap.

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 coverage is 100%, so all three parameters are already documented, which sets the baseline at 3. The parenthetical enumerates relation types (series/narrator/author) that plausibly map to similarity_type values, but the description does not name the accepted values or clarify the limit semantics.

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 clear verb+resource (returns Audible titles related to a given audiobook) and the parenthetical narrows the relation to same series/narrator/author. It is distinguishable from audible_product (details) and audible_product_reviews, though it does not explicitly contrast with audible_series.

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 implied (find titles similar to a known audiobook), but there is no explicit when-to-use/when-not framing and no routing toward sibling alternatives like audible_series or audible_search. Adequate but leaves the agent to infer selection.

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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