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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)
Behavior2/5

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

No annotations are present, so the description carries full burden. It does not disclose any behavioral traits such as read-only nature, rate limits, authentication requirements, or safety profile. The agent cannot infer potential side effects or restrictions.

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 that immediately states the tool's purpose. It contains no unnecessary words and is efficiently structured for quick comprehension.

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?

Despite 8 parameters and no output schema, the description is minimal. It does not explain return values, pagination behavior, default date ranges, or error handling. The GA4 context suggests more complexity not addressed.

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 description coverage is 100%, so the baseline is 3. The description lists example metrics (sessions, views, engagement) but does not add meaning beyond the schema's parameter descriptions. Value added is minimal.

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 verb 'Get', the resource 'detailed page performance metrics from GA4', and lists specific metrics like sessions, views, engagement. It distinguishes this tool from siblings like analytics_top_pages or analytics_content_performance which focus on different aspects.

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 provides no guidance on when to use this tool versus alternatives. It does not mention exclusions, prerequisites, or recommended scenarios, leaving the agent to infer usage without explicit direction.

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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