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Crawlora MCP

grailed_seller_reviews

Read-only

A page of a Grailed seller's individual buyer feedback entries (rating, note, feedback tags, and the listing each review was left for) -- reputation detail grailed_seller does not carry (grailed_seller only exposes the aggregate rating_average/rating_count). username is the seller's Grailed username. An unknown username returns a not-found error.

Input Schema

NameRequiredDescriptionDefault
pageNoOne-based page number, defaults to 1
usernameYesGrailed username

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. Changed2 schema fields changed
    • addedInput schema / properties / page / description
      Added value: +"One-based page number, defaults to 1"
    • addedInput schema / properties / username / description
      Added value: +"Grailed username"
  2. First observed

TDQS

A4.1/5.0
Behavior4/5

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 genuine behavioral context beyond that: an unknown username returns a not-found error, and it enumerates the per-entry fields. It does not discuss pagination limits or page-count behavior.

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?

The sentence is front-loaded with the returned content and the sibling differentiation, and the error behavior is appended efficiently. It is slightly dense with parenthetical asides but every clause carries information.

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, return values need not be re-explained; the description still names the fields and the not-found error path, and it anchors the tool against grailed_seller. Complete enough for a two-parameter read tool, missing only pagination-boundary guidance.

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 parameters are already documented in the schema, making 3 the baseline. The description restates that username is the seller's Grailed username but adds no syntax, casing, or page-range detail beyond what the schema provides.

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?

The description uses a specific verb+resource ('a page of a Grailed seller's individual buyer feedback entries') and immediately names the fields returned, so the resource is unambiguous. It explicitly distinguishes this from grailed_seller by noting that sibling only exposes the aggregate rating_average/rating_count.

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?

It clearly routes the agent: use this for individual review detail, grailed_seller for aggregates. The 'reputation detail grailed_seller does not carry' phrasing states the selection condition, though it stops short of an explicit 'use when/do not use when' directive.

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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