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sephora_product_reviews

Read-only

Fetch paginated Sephora customer-review items for product_id, plus average rating, recommendation ratio, and rating histogram. Use sephora_product for product/variant details or sephora_product_questions for questions.

Input Schema

NameRequiredDescriptionDefault
pageNoOptional, 1-based, defaults to 1.
product_idYesRequired. The Sephora productGroupID, e.g. P420652 -- the same value /sephora/product returns as product_group_id.

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

A4.5/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=true, openWorldHint=true), so the bar is lower. The description adds useful context beyond annotations: results are paginated, and the payload includes aggregate signals (average rating, recommendation ratio, rating histogram). It doesn't discuss rate limits or ordering, but the read-only nature is well established.

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?

Two sentences, front-loaded with the primary action and return content, followed by the disambiguation clause. No redundant filler; every clause carries routing or content information.

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

Completeness5/5

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

With annotations covering safety, a 100%-covered schema, and an output schema handling return values, the description supplies everything an agent needs: what it fetches, the aggregate stats returned, pagination, and the correct sibling alternatives.

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% and the schema already documents `page` (1-based, defaults to 1) and `product_id` (the productGroupID, e.g. P420652). The description only restates that results are paginated, adding no parameter syntax or format detail beyond the schema. Baseline 3 is correct when the schema does the heavy lifting.

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 (Fetch) and resource (paginated Sephora customer-review items) scoped to `product_id`, and names the aggregate data returned (average rating, recommendation ratio, histogram). It explicitly distinguishes itself from the two nearest siblings, sephora_product and sephora_product_questions.

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

Usage Guidelines5/5

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

The second sentence explicitly routes the agent: use sephora_product for product/variant details, or sephora_product_questions for questions. This gives unambiguous alternative routing, which is exactly what the dimension asks for.

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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