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zhangluka

grain-seo-mcp

by zhangluka

analytics_page_performance

Extract detailed page performance metrics from GA4 including sessions, views, and engagement to evaluate and optimize content effectiveness.

Instructions

Get detailed page performance metrics from GA4 (sessions, views, engagement)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
propertyIdYesGA4 Property ID
accountIdNoGA4 account ID for multi-account setups
startDateYesStart date (YYYY-MM-DD)
endDateYesEnd date (YYYY-MM-DD)
pagePathNoFilter by specific page path
limitNoMax rows (default 50)
offsetNoStarting row for pagination (0-based)
formatNoOutput format (default: json)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.1/5.0
Behavior2/5

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

No annotations provided; description carries full burden. Only states it 'gets' metrics, implying read-only, but no disclosure of authentication needs, rate limits, data freshness, or pagination behavior. Lacks sufficient transparency for a tool with no annotations.

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?

Single sentence, no fluff. Front-loaded with purpose. Could be slightly more efficient by integrating parameter hints, but overall concise.

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?

No output schema provided, and description does not explain return format or how parameters like `pagePath` or `offset` affect results. For a detailed metrics tool with 8 parameters, more context is needed.

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 all parameters described. Description does not add extra meaning beyond what schema already provides, meeting the baseline expectation.

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?

Description clearly states 'Get detailed page performance metrics from GA4' with specific metrics (sessions, views, engagement). It differentiates from siblings like `analytics_top_pages` by emphasizing detail, but does not explicitly name alternatives.

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

Usage Guidelines3/5

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

Implied usage for retrieving detailed page metrics, but no explicit guidance on when to use this vs alternatives (e.g., `analytics_top_pages`, `analytics_performance_summary`). No when-not-to-use conditions.

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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