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den-indance

Shopify MCP Pro

getFinancialSummary

Summarize financial performance: revenue, expenses, and profit for a date range. Customize by including refunds, taxes, shipping, and grouping by day, week, month, quarter, or year.

Instructions

Get financial summary including revenue, expenses, and profit

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
startDateYesStart date (YYYY-MM-DD)
endDateYesEnd date (YYYY-MM-DD)
includeRefundsNo
includeTaxesNo
includeShippingNo
groupByNoMONTH
Behavior2/5

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

No annotations are present, so the description must carry the full burden. It only states what the tool returns (revenue, expenses, profit) but omits behavioral traits like read-only nature, required permissions, or side effects.

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?

The description is a single, efficient sentence that front-loads the verb and primary outputs. It wastes no words but could be slightly more structured without extra length.

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 the tool has 6 parameters, no output schema, and no annotations, the description is insufficient. It fails to explain return values, grouping behavior, or default settings, leaving significant gaps for an agent.

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?

With only 33% schema description coverage, the description adds little beyond the schema. It vaguely references 'revenue, expenses, and profit' but does not explain parameters like includeRefunds, includeTaxes, or groupBy.

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 description clearly states that the tool retrieves a financial summary including revenue, expenses, and profit. It distinguishes itself from sibling report tools by focusing on financial data, though it does not explicitly differentiate from other similar reports.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, context, or when not to use it.

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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