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Run GA4 realtime report

ga4_run_realtime_report
Read-only

Report activity on a GA4 property during the last 30 minutes. Only the realtime subset of dimensions and metrics is supported.

Input Schema

NameRequiredDescriptionDefault
limitNo
metricsYesRealtime metrics, e.g. activeUsers, eventCount.
dimensionsNoRealtime dimensions, e.g. country, unifiedScreenName, eventName.
property_idYesGA4 property id, numeric (e.g. 123456789). See ga4_list_properties.
dimension_filterNoGA4 Data API FilterExpression as JSON, e.g. {"filter": {"fieldName": "country", "stringFilter": {"value": "Spain"}}} or {"andGroup": {"expressions": [...]}}.

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so safety is covered. The description adds a genuinely useful behavioral constraint beyond those: only the realtime subset of dimensions and metrics is accepted, and the window is fixed at 30 minutes, both of which prevent failed calls. It omits anything about the limit ceiling or rate limiting.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no filler: the first states the action and time scope, the second states the supported-field restriction. Purpose is front-loaded and every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

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 no explanation, and the schema covers most parameters. However, for a tool whose main failure mode is passing unsupported dimension/metric names, the description should route the agent to ga4_list_dimensions_and_metrics and mention the limit parameter's role.

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 80%, so the schema already explains metrics, dimensions, property_id and dimension_filter with examples. The description adds only the constraint that names must come from the realtime subset, without pointing at ga4_list_dimensions_and_metrics as the way to discover valid names. Baseline 3 is appropriate.

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?

States a specific verb and resource ('Report activity on a GA4 property') plus a precise scope ('during the last 30 minutes'), which makes it distinguishable from ga4_run_report by time window. It does not name the historical sibling explicitly, so differentiation is implied rather than stated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 30-minute window implies when this tool is appropriate (live/current activity), but there is no explicit when-not guidance or pointer to ga4_run_report for historical ranges. The agent must infer the routing from the realtime framing alone.

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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