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flin-agency

flin-shopify-analytics-mcp

by flin-agency

shopify_sales_by_utm

Retrieve sales data grouped by UTM source, medium, or campaign to evaluate marketing attribution.

Instructions

Sales grouped by UTM dimension such as source, medium, or campaign.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateFromYes
dateToYes
queryNo
limitNo
groupByNocampaign
Behavior2/5

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

No annotations exist. The description does not disclose whether the operation is read-only, destructive, or any rate limits/authentication requirements. Only a high-level function is given.

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?

Single sentence, no redundancy. However, could be improved by adding a brief list of grouping options without excessive 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 5 parameters, 2 required, and no output schema, the description is insufficient. It doesn't specify what 'Sales' measures (revenue, count?), how date range works, or the output format. An agent would need to infer or experiment.

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?

With 0% schema description coverage, the description adds no meaning to any of the 5 parameters. The input schema has enums and defaults but the description doesn't explain what 'query' filters or how 'limit' behaves.

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

Purpose5/5

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

The description clearly states it returns sales grouped by UTM dimensions (source, medium, campaign). It implicitly differentiates from siblings like shopify_sales_by_source and shopify_sales_overview by specifying the grouping dimension.

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?

No guidance on when to use this tool versus alternatives like shopify_sales_by_source or shopify_attribution_quality_summary. No mention of prerequisites or when not to use.

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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