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GA4 audience breakdown

ga4_audience
Read-only

Break down sessions and users by device, country or city.

Input Schema

NameRequiredDescriptionDefault
limitNo
detailNosummary (default): headline numbers and the top 5 rows — right for a specific question or a quick look. full: every row and section — only when the user asks for a full report, a complete list or all the details.
folderNoClient folder name.
end_dateNoCustom end date YYYY-MM-DD.
languageNoLanguage of the card (ar for Arabic, en for English).
propertyNoGA4 property ID or property name. Required when multiple AI-enabled properties exist.
dimensionNo
date_rangeNoPreset period. Default LAST_7_DAYS.
start_dateNoCustom start date YYYY-MM-DD (use with end_date instead of date_range).

Schema Changelog

Changes observed during successful MCP inspections.

No schema history has been recorded yet.

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds nothing beyond that — no note about the default LAST_7_DAYS window, no statement that results are limited/top-N, and no mention of the property requirement when multiple properties exist.

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?

A single front-loaded sentence with zero filler — the core purpose is stated immediately. It is efficient but borderline under-specified given the nine parameters, so it earns a 4 rather than a 5.

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?

For a nine-parameter tool with no output schema and no required parameters, one sentence is not enough. The agent must infer the return shape, the default period, and how property selection behaves when several properties are available — all things the description could have covered.

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 description coverage is 78%, so the schema carries most of the meaning, which sets the baseline at 3. The description's 'device, country or city' loosely maps the dimension enum (deviceCategory, country, city) into plain language, but it says nothing about limit, property scoping, or date_range vs. start/end_date interplay.

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 gives a specific verb and resource ('Break down sessions and users') plus the three supported breakdown dimensions (device, country, city), so the agent knows exactly what the tool returns. It stops short of distinguishing itself from adjacent GA4 reporting siblings such as ga4_traffic_acquisition, ga4_pages or ga4_custom_report, any of which could plausibly serve a similar question.

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 or when-not-to-use guidance and no named alternative. With ~140 sibling tools including a generic ga4_custom_report and several GA4 breakdown tools, the agent gets no help deciding when this audience-style breakdown is the right pick versus a custom report.

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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