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Crawlora MCP

fashionnova_collections

Read-only

Fashion Nova storefront collections (pinned to https://www.fashionnova.com).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo1-based page number, default 1.
limitNoMaximum collections to return. Default 50, maximum 250.

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

C2.6/5.0
Behavior2/5

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 only the 'pinned to https://www.fashionnova.com' note, which hints at brand scoping but says nothing about pagination behavior, result size, or how collections are ordered — thin disclosure for a listing tool.

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 short sentence with no padding and no wasted clauses. It is appropriately sized, though the brevity is partly what leaves the purpose and usage gaps unfilled.

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?

An output schema exists so return values need no explanation, and annotations cover safety. However, for a listing endpoint in a crowded brand namespace, the description never explains what a 'collection' is here, how it relates to fashionnova_collection_products, or why the domain pin matters — the agent is left to guess the call sequence.

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 page and limit (with their defaults and 250 maximum) are fully documented in the schema. The description adds no additional parameter meaning, which is the expected baseline when the schema does the heavy lifting.

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

Purpose3/5

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

The description names the resource (storefront collections) and the brand, so an agent knows it returns a set of collections. But there is no verb and no differentiation from closely named siblings such as fashionnova_collection_products, fashionnova_products, and fashionnova_page — an agent cannot tell from this text which of those returns the collection list versus collection contents.

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 statement of when to use this tool, no prerequisites, and no pointer to alternatives, despite roughly a dozen fashionnova siblings in the same namespace. The agent must infer that this is the top-level collection index and that fashionnova_collection_products is the follow-up call.

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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