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christophertanenso

mcp-marketing-analytics

ga4_top_pages

Find top pages by views in GA4 for any date range, returning page path, title, views, users, and average session duration to evaluate content performance.

Instructions

Get the top pages by views for the specified date range. Returns page path, title, views, users, and average session duration.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax rows to return
endDateNoEnd datetoday
startDateNoStart date28daysAgo
propertyIdNoGA4 Property ID. Use ga4_list_accounts to find available properties.
Behavior4/5

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

Since no annotations are provided, the description carries the transparency burden. It discloses the return fields and the sorting principle (top pages by views), implying a read-only operation. It could mention prerequisites like propertyId, but the schema covers that.

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?

The description is a single, front-loaded sentence. It starts with the core purpose and then lists the expected output fields. There is no redundant information or filler.

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?

For a simple retrieval tool, the description is adequate. It clearly explains what the tool does and what it returns, while the schema covers parameter details. It could be more complete with an example, but it is sufficient for selection and invocation.

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?

The schema already documents all four parameters with descriptions and defaults, achieving 100% coverage. The description adds no additional parameter semantics beyond what the schema contains, so the baseline of 3 is appropriate.

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?

The description clearly states the action (Get), the resource (top pages), the ordering metric (by views), and the date range constraint. This distinguishes it from sibling tools like ga4_traffic_sources and ga4_user_metrics, which focus on different dimensions.

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

Usage Guidelines4/5

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

The description provides clear context: use this tool when you need top pages for a specified date range. However, it does not explicitly mention alternatives or when not to use it, though its purpose is self-explanatory.

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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