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goodreads_book_reviews

Read-only

Returns a book's featured reviews (reviewer, rating, text, date, like/comment counts, spoiler flag), sorted by like count. Credential-free public Goodreads data. limit: Max reviews, default 10, max 50. id: Goodreads book id, e.g. 2767052. Use goodreads_book to get a Goodreads book.

Input Schema

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

Output 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

A4.2/5.0
Behavior4/5

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

Annotations only cover readOnlyHint and openWorldHint, so the description's additions carry real weight: it discloses that no credentials are needed, that results are pre-sorted by like count, and that a spoiler flag is present in each review. It omits pagination/cursor behavior and any rate-limit context, which keeps it from a 5.

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

Conciseness5/5

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

Front-loaded with the return payload and sort order, then the usage prerequisite, then the parameters. Every clause is short and there is no filler.

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

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return-value explanation is not required, and the description covers the id-acquisition path and result ordering. The field enumeration partially duplicates the output schema, but nothing an agent needs to invoke the tool correctly is missing.

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 both parameters fully. The description restates the same limit default/max and id example verbatim, adding no new syntax, format, or constraint beyond the structured fields.

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

Purpose5/5

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

States a specific verb ('Returns') and resource ('a book's featured reviews'), lists the exact fields returned, and specifies the sort order ('by like count'). An agent can distinguish this from goodreads_book or goodreads_author_quotes without opening any schema.

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

Usage Guidelines4/5

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

Gives clear context for the required id ('Use goodreads_book to get a Goodreads book') and notes the data is credential-free public Goodreads data. It stops short of stating when NOT to use this versus other review-bearing siblings, but the prerequisite chain is explicit.

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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