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Seey215

Google Analytics MCP Server

by Seey215

Quick Insights

quick_insights

Retrieve predefined analytics reports for common use cases like overview, top pages, traffic sources, and more. Specify date range and property to get actionable insights.

Instructions

Get predefined analytics insights for common use cases

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
propertyIdYesGoogle Analytics property ID (e.g., 123456789). Required for all queries.
startDateYesStart date (YYYY-MM-DD)
endDateYesEnd date (YYYY-MM-DD)
reportTypeYesType of quick insight report
limitNoLimit number of results
Behavior1/5

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

No annotations provided, and the description gives no behavioral details (e.g., read-only, auth requirements, rate limits, or return format). Fails to compensate.

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?

One sentence, efficient but under-specified. It is front-loaded but too vague to earn full credit.

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?

With 5 parameters and no output schema, the description should explain what the insights contain. It does not, leaving the tool incomplete.

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 coverage is 100% with parameter descriptions, so baseline is 3. The description does not add extra meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states 'Get predefined analytics insights for common use cases,' which is vague but conveys that it's a quick report tool. It does not differentiate from sibling tools like 'analytics_report'.

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 versus alternatives. Does not specify that it is for predefined templates vs custom reports.

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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