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Crawlora MCP

goodreads_book_reviews

Read-only

Goodreads book featured reviews.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesGoodreads book id, e.g. 2767052.
limitYesMax reviews, default 10, max 50.

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

C2.6/5.0
Behavior2/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description adds nothing beyond the name—it does not clarify what 'featured' reviews means, whether results are paginated, or how the limit interacts with featured selection. For a fetcher with an output schema, this is thin.

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 sentence with no wasted words, but it is arguably under-specified rather than concise. The minimal length leaves the tool's behavior ambiguous.

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 explained, and the required params are documented. However, the description fails to disclose what distinguishes 'featured' reviews or when to prefer this tool over its goodreads siblings, leaving a 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%, and both parameters (id, limit) are fully documented in the schema 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 'Goodreads book featured reviews' names the resource (book reviews) and hints at scope via 'featured,' but uses no verb and does not differentiate this from siblings like goodreads_book or goodreads_search. An agent can guess it retrieves reviews, but the exact action and the meaning of 'featured' are left implicit.

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 alternatives such as goodreads_book or goodreads_search, and no prerequisites or context are stated. 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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