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Crawlora MCP

sephora_product_questions

Read-only

One page of a Sephora product's customer Q&A: each question plus every answer it received (text, author, whether it's a brand answer, helpful votes).

Input Schema

TableJSON 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

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

A3.5/5.0
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 one useful behavioral fact beyond annotations: results are paginated ('One page'), which tells the agent more data exists. It does not disclose ordering, page size, or depth of nesting.

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 that front-loads the paginated nature and then the payload contents. No redundant filler, though the parenthetical field list is a touch dense.

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?

With an output schema present, the description need not explain return values, and annotations cover the read-only profile. Given that, the description is nearly complete for a 2-parameter lookup tool; only pagination behavior (page size, total) is left implicit.

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 both product_id (with example P420652 and cross-reference to sephora_product) and page (1-based, default 1) are fully documented in the schema. The description adds no parameter-level detail, 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 verb+resource: fetching one page of a Sephora product's customer Q&A, and enumerates the return contents (question text, answers, author, brand flag, helpful votes). This clearly separates it from sephora_product_reviews by resource, though it never names that sibling explicitly.

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 by the resource label (Q&A data), so an agent can infer it should be used when question/answer content is wanted rather than reviews or product details. However, no explicit when-to-use conditions, prerequisites, or alternative tools are named.

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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