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Crawlora MCP

shopify_product

Read-only

Shopify product detail by handle.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesRequired. Full Shopify storefront URL using http or https, e.g. https://www.allbirds.com. Localhost, private, link-local, and credentialed URLs are rejected.
handleYesRequired. Product handle (URL slug), e.g. mens-wool-runners.

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, covering the safety profile. The description adds no behavioral context beyond that — nothing about rate limits, caching, what the URL scope means (that detail lives in the schema), or return shape (already covered by the output schema).

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?

It is a single efficient sentence fragment with no wasted words, but it is under-specified rather than genuinely concise — brevity is achieved by omitting information an agent could use.

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?

With an output schema present and 100% schema coverage on both parameters, the structured fields carry most of the load for this simple read tool. Still, the description does nothing to route the agent versus its many Shopify siblings, so it is only minimally complete.

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 both url and handle are fully documented in the schema, including the URL validation rules. The description's 'by handle' adds no syntax or format detail beyond what the schema already provides, making 3 the correct baseline.

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 phrase 'Shopify product detail by handle' names the resource and the lookup key, so an agent knows it fetches a single product. However, it does not distinguish itself from siblings like shopify_products (list) or shopify_product_recommendations, leaving the boundary implicit.

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 explicit when-to-use guidance, no prerequisites, and no mention of alternative tools such as shopify_products or shopify_search_suggest. The agent must infer usage 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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