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Dweeb1578

Marketing Analytics MCP Server

by Dweeb1578

ga4_top_pages

Retrieve top landing pages by sessions from GA4 with optional filters for date range, country, and channel.

Instructions

Get top landing pages by sessions from GA4.

Args: start_date: Start date YYYY-MM-DD (default: 28 days ago) end_date: End date YYYY-MM-DD (default: today) limit: Max pages to return (default: 30) country: Full country name filter (e.g. "United States") channel: Channel filter (e.g. "Organic Search")

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
channelNo
countryNo
end_dateNo
start_dateNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries full burden. It implies a read-only operation but does not explicitly state safety, permissions, rate limits, or data freshness. It is adequate but minimal.

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 concise: a one-line purpose followed by a clear parameter list. Every sentence adds value with no redundancy.

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 an output schema present, description need not explain return values. It covers basic usage and parameters but lacks discussion of limitations or edge cases, which is acceptable given the tool's simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, and the description compensates well by explaining each parameter with format, default values, and examples (e.g., 'Start date YYYY-MM-DD'). This adds significant meaning beyond the schema.

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 it retrieves top landing pages by sessions from GA4, with a specific verb and resource. It distinguishes from siblings like ga4_landing_pages_by_source which adds a source filter.

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 lists parameters but provides no guidance on when to use this tool versus alternatives such as ga4_landing_pages_by_source or ga4_channel_breakdown. No explicit when-not-to-use conditions are given.

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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