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Glama

xpay✦ Marketing Collection

scrapecreators_product_reviews

Product Reviews

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoThe URL of the product (required if product_id is not provided)
pageNoThe page number of the reviews
product_idNoThe ID of the product (required if url is not provided)

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

D1.4/5.0
Behavior1/5

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

No annotations are provided, and the description 'Product Reviews' offers no behavioral disclosure such as read-only status, pagination behavior, authentication requirements, or what data is returned. The description carries the full burden but is empty.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short but this is under-specification rather than effective conciseness. A single fragment like 'Product Reviews' does not convey the tool's purpose or usage, and the space is not used to add value.

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

Completeness1/5

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

The tool has 3 optional parameters, no output schema, and no annotations. The description 'Product Reviews' lacks essential context such as the platform, the type of reviews, how the parameters interact, and what the return payload looks like. It is completely inadequate for an agent to invoke 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%, with each parameter (url, page, product_id) having a clear description. The tool description adds no additional parameter semantics, but the full schema coverage warrants the baseline score of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Product Reviews' is a noun phrase that merely restates the tool name 'product_reviews' without specifying an action like 'scrape', 'fetch', or 'list'. It fails to distinguish this tool from numerous siblings such as scrapecreators_product_details or scrapecreators_shop_products.

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

Usage Guidelines1/5

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

There is no guidance on when to use this tool versus alternatives. With many sibling tools covering similar product-related scraping, the description provides no context for selection or exclusions.

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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