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Shopify Change Intelligence

shopify_snapshot

FREE. Returns a live snapshot of a public Shopify store: product count, price range, availability and a sample of products. Reads the public /products.json feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
storeYesShopify domain, e.g. allbirds.com

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose useful traits: reads only the public /products.json feed (implying no auth and failure on private/password-protected stores), returns live data, and returns a sample rather than the full catalog. It omits rate limits, error behavior, and sample size, which for a scrape-style tool are meaningful gaps.

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

Conciseness5/5

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

Three short sentences, front-loaded with the cost signal and immediately followed by what is returned and where it comes from. No filler and no repetition of structured fields.

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

Completeness4/5

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

For a one-parameter read tool with no output schema, the description adequately covers what comes back (count, price range, availability, sample) and the data source. Only the sampling/pagination limits and failure modes on non-public stores are left unspecified.

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 coverage is 100% for the single 'store' parameter (domain example given), so the schema already does the work. The description only adds that the store must be public, which is slightly more than the schema states but not substantial.

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 and resource ('Returns a live snapshot of a public Shopify store') and enumerates the payload (product count, price range, availability, sample of products). It does not explicitly differentiate itself from siblings like shopify_changes or shopify_landscape, though the word 'snapshot' implicitly reads as current-state.

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 or when-not-to-use guidance, and no sibling is named as an alternative. 'FREE' lightly signals a cost consideration relative to paid siblings, but the agent must infer the snapshot-vs-changes distinction on its own.

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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