Skip to main content
Glama

Crawlora MCP

shop_app_shop_reviews

Read-only

Returns public reviews for a Shop.app merchant profile.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitYesMaximum reviews to return, default 20, maximum 50.
handleYesRequired. Shop.app shop handle, e.g. marcnolan.

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

B3.2/5.0
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 word 'public' adds a small amount of context (only publicly visible reviews are returned), but nothing about freshness, ordering, or rate limits is disclosed. With annotations carrying the burden, this is adequate but thin.

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 front-loaded sentence with no filler or repetition. It is appropriately sized, though its brevity leaves room that could have been used for the missing usage guidance.

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 no explanation, and the input schema is fully self-documenting. However, for a tool sitting among many similar review endpoints, the description omits the routing information (shop-level vs product-level) an agent needs to pick it correctly.

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%: both 'handle' (with example 'marcnolan') and 'limit' (default 20, max 50) are fully documented in the schema. The description adds no parameter meaning beyond that, so the baseline of 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 ('Returns') and resource ('public reviews') scoped to a 'Shop.app merchant profile', which is meaningfully distinct from product-level review tools. It does not explicitly name sibling tools such as shop_app_product_reviews or shop_app_shop, so the agent must infer the shop-level scope from the wording.

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?

There is no when-to-use guidance, no prerequisites, and no named alternative. The agent gets no signal distinguishing this from shop_app_product_reviews or other review-bearing tools in the shop_app family, leaving selection to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources