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flin-agency

flin-shopify-analytics-mcp

by flin-agency

shopify_attribution_quality_summary

Summarizes coverage of source, landing page, and UTM attribution data for Shopify analytics. Identify gaps in attribution tracking to improve marketing insights.

Instructions

Coverage summary for source, landing page, and UTM attribution data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateFromYes
dateToYes
queryNo
limitNo
Behavior2/5

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

No annotations exist, so the description should disclose behavioral traits. It only states purpose, not whether it's read-only, performance implications, or side effects. As a data retrieval tool, it likely has no destructive behavior, but this is not stated.

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?

Extremely concise with one sentence and no redundancy. However, it lacks structure such as separate sections or bullet points, but given the brevity, it is efficient.

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?

Given 4 parameters, no output schema, and no annotations, the description is too minimal. It does not explain what 'coverage summary' means, what the output contains, or how to effectively use parameters like query and limit.

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?

Schema description coverage is 0%, with 4 parameters (dateFrom, dateTo, query, limit) lacking schema descriptions. The description adds no meaning to any parameter, failing to compensate for the lack of schema documentation.

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 states it provides a 'coverage summary' for source, landing page, and UTM attribution data, which is a specific resource and action. However, 'coverage' is somewhat vague, and the tool name repeats the noun phrase, but overall it distinguishes from sibling sales-focused tools.

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. Siblings include many attribution and landing page tools, but the description offers no context for selection.

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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