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Google Analytics Real-time Telemetry

google_analytics_get_realtime

Get real-time concurrent active users on the website in the last 30 minutes, current device distribution, active pages, and top visitor countries.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
propertyIdNoOptional GA4 property ID

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior1/5

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

The description reads as a pure data retrieval ('Get real-time concurrent active users...'), yet the annotations declare readOnlyHint=false and idempotentHint=false, i.e. a potentially mutating, non-repeatable operation. An agent that trusts the description would wrongly treat this as a harmless read, and the description discloses nothing about permissions, the GA4 connection, rate limits, or side effects to close that gap.

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?

One front-loaded sentence that enumerates exactly the returned metrics with zero filler or restatement of the tool name. Nothing to trim.

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

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description usefully enumerates what the caller receives (users, devices, pages, countries), which is the right compensation. It is only slightly incomplete in not stating the default property resolution or any freshness/latency caveat on the 30-minute window.

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?

There is a single optional parameter (propertyId) with 100% schema description coverage, so the schema already carries the semantics and the baseline of 3 applies. The description adds nothing about which property is used when propertyId is omitted (default connected property, error, etc.), so it does not exceed the baseline.

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?

Specific verb ('Get') plus four named metrics (concurrent active users, device distribution, active pages, top countries) scoped to a 30-minute real-time window. That scope cleanly separates it from sibling analytics readers such as google_analytics_get_overview, get_top_pages, and get_traffic_sources without needing to open any schema.

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 'real-time / last 30 minutes' framing implies the usage context (live monitoring rather than historical reporting), but the description never states when to pick this over google_analytics_get_overview or get_platform_analytics, and gives no prerequisites. Usage is inferable, not stated.

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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