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bypixels

SEO MCP PRO

by bypixels

ga4_traffic_overview

Get a comprehensive GA4 traffic overview covering sources, pages, devices, and geography to identify performance drivers and opportunities.

Instructions

Gets a comprehensive traffic overview including sources, pages, devices, and geography

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
compareToNo
dateRangeYes
propertyIdYesGA4 Property ID

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv0.1.0

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states that the tool 'gets' an overview, implying a read-only operation, but it does not disclose the output format, whether the response is aggregated or row-level, pagination behavior, data limitations, or how the compareTo parameter affects the results. This is a significant gap for a tool with no annotation support.

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?

The description is a single sentence, front-loaded with the verb and resource, and contains no filler or redundant phrasing. It is easy to parse, though its brevity underspecifies important behavior and parameter semantics.

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?

The description plus schema gives the agent the required propertyId and dateRange, but there is no output schema and no annotations. The vague 'comprehensive traffic overview' scope and the undocumented compareTo parameter leave an agent uncertain about what the tool returns and when to choose it over sibling GA4 reporting tools, making confident invocation difficult.

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?

The description adds no parameter-level information. The schema describes propertyId and the inner startDate/endDate fields, but compareTo has no description and dateRange as a whole is not described. With schema_description_coverage low, the description should compensate, but it mentions none of the parameters, leaving the meaning and usage of compareTo especially unclear.

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 clearly states a specific verb ('Gets') and resource ('comprehensive traffic overview') and lists the included dimensions: sources, pages, devices, and geography. It is easy to understand the tool's scope, but it does not explicitly compare itself to sibling GA4 report tools like ga4_run_report or ga4_run_funnel_report, leaving differentiation implicit.

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?

The description provides no guidance on when to use this tool versus alternatives such as ga4_run_report, ga4_run_realtime_report, or ga4_run_funnel_report. There are no exclusions, prerequisites, or recommended scenarios. The only hint is the tool name itself, which is not sufficient for an agent to decide between similar reporting tools.

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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