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commerce-data

Retrieve product and seller discovery data from shopping platforms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
payloadYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. 'Retrieve' implies a read, which is the only behavioral fact it conveys; it says nothing about the six operation modes, pagination limits (limit max 1000, offset max 10000), platform defaulting to amazon, or what the compact vs full response modes change.

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

Conciseness3/5

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

The single sentence is front-loaded and wastes no words, which is good, but for a tool with six operations and a deeply nested payload one bare sentence is under-specified rather than concise. It does not mislead, but it is far too small for the surface area it must cover.

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

Completeness2/5

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

Given a nested object payload, six enum-driven operations, and no annotations, the description is materially incomplete: it never tells the agent how to choose an operation or shape the payload. The existence of an output schema excuses it from documenting return values, but everything else an agent needs is missing.

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 reported at 0%, and the description adds nothing about parameters at all. The only parameter the description even indirectly touches is the product/seller domain; it never explains the required nested 'operation' field or the structure of the payload object, leaving the caller to reverse-engineer a 14-property nested schema.

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?

Contains a specific verb (Retrieve) and resource (product and seller discovery data from shopping platforms), so the domain is identifiable. However it hides that the tool is a single gateway for six distinct operations (product-search, product-details, product-reviews, seller-search, seller-details, seller-ad-url), and it does nothing to distinguish itself from siblings like product-intelligence or search-ads-data.

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 guidance on when to use this tool versus the many overlapping siblings (product-intelligence, market-data, trend-data). No mention that the caller must pick an operation, so an agent has no routing signal beyond the schema enum.

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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