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stucchi

Google Analytics 4 MCP Server

by stucchi

create_custom_metric

Define and add a custom metric to a Google Analytics 4 property by specifying its name, display name, and measurement unit.

Instructions

Create a custom metric.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
scopeNoEVENT
descriptionNo
property_idYes
display_nameYes
parameter_nameYes
measurement_unitNoSTANDARD

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description must disclose behavioral traits. It only states the action without discussing side effects, idempotency, quotas, permissions, or error behavior. This is insufficient for safe invocation.

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

Conciseness3/5

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

The description is extremely concise (one short sentence). While concise, it sacrifices informativeness. A brief addition about parameter usage would improve utility without losing brevity.

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 the presence of an output schema and 6 parameters (3 required), the description is woefully incomplete. It fails to explain the resource type, parameter roles, or expected behavior, leaving the agent without critical context.

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%, and the description does not explain any of the 6 parameters. It adds no meaning beyond the parameter names, forcing the agent to guess their purpose.

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 'Create a custom metric' clearly states the action and resource, distinguishing it from sibling tools like create_custom_dimension. However, it lacks a brief explanation of what a custom metric is in this context, preventing a perfect score.

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 vs alternatives such as list_custom_metrics or update_custom_metric. The description does not mention prerequisites, restrictions, or when not to use it.

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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