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Crawlora MCP

etsy_shop_reviews

Read-only

Buyer reviews for an Etsy shop. Accepts a numeric shop id or a shop name.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYes
limitYes
offsetYes

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

B3/5.0
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 the accepted identifier formats, but says nothing about pagination behavior, result ordering, or rate limits, so it contributes only modest behavioral context.

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?

Two short, front-loaded sentences with no filler; the resource is stated first and the identifier note second. Efficient and well ordered.

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. However, for a 3-required-param read tool, the missing pagination semantics and the ambiguous shop-name format leave gaps an agent would need to resolve by trial.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% across three required params. The description usefully clarifies that 'id' accepts either a numeric shop id or a shop name, but limit and offset (pagination) are left entirely undocumented in both schema and description, so the coverage gap is only partially compensated.

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 ('Buyer reviews for an Etsy shop'), which clearly distinguishes it from listing-level review tools like etsy_listing_reviews. It does not explicitly name or contrast with the sibling tools, so it stops short of a 5.

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?

The description offers no when-to-use guidance and never points to alternatives such as etsy_listing_reviews or etsy_shop_listings. The agent must infer that this is the shop-level review endpoint from the name alone.

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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