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Shopify store overview

shopify_get_overview
Read-only

Shopify store revenue, orders, AOV, UTM channel mix, top products, and blended MER versus ads spend.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
daysNo
limitNo
date_toNo
page_idNo
sort_byNo
user_idNo
site_urlNo
client_idNo
date_fromNo
ad_accountNo
ig_user_idNo
user_emailNo
range_presetNo
activity_onlyNo
campaign_nameNo
property_nameNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

Annotations declare readOnlyHint=true and openWorldHint=false, so the safety profile is partially covered. However, the description adds zero behavioral context: no default date range (days/date_from/date_to/range_preset all default to null), no statement of what happens when no site is specified, no auth or scope notes. For a read-only overview this is thin.

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 front-loaded fragment with no wasted words, which is efficient. But for a 17-parameter tool it is under-specified rather than concise — the brevity comes at the cost of missing guidance, not from tight editing.

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?

An output schema exists, so return values need not be described. Everything else is missing: no usage context, no parameter explanation for 17 undocumented inputs, no defaults or date-handling behavior. The description is far too sparse for the complexity of this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are 17 parameters with 0% schema description coverage and no enums; the description documents none of them. Terms like 'UTM channel mix', 'top products', and 'ads spend' faintly gesture at ad_account, campaign_name, or sort_by, but no parameter name, format, or default is clarified. The description fails to compensate for a total schema gap.

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?

The phrase names a specific resource (Shopify store) and enumerates the concrete outputs (revenue, orders, AOV, UTM channel mix, top products, blended MER vs ads spend), so an agent can tell what data this returns. It lacks an explicit verb and does not differentiate itself from the other *_get_overview siblings, but the content scope is unambiguous.

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 when-to-use guidance, no prerequisites, and no mention of alternatives among the many overview/analytics siblings (meta_insights_get_overview, meta_organic_get_overview, overview_get_account). The agent is left to infer applicability purely from the metric list.

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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