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zhangluka

grain-seo-mcp

by zhangluka

analytics_user_behavior

Batch query user behavior breakdown segmented by device, country, and engagement metrics.

Instructions

Get user behavior breakdown (Device, Country, Engagement) in a single batch

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)
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavior. It only states it 'Gets' data but does not mention permissions, rate limits, idempotency, or the structure of the returned data. As a read operation, it should clarify safety but lacks detail.

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?

A single, well-structured sentence that front-loads the purpose and key dimensions. No unnecessary words; earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is minimal but sufficient for the tool's simplicity. However, it lacks details on output format (no output schema) and any prerequisites. For a batch query tool, more guidance on interpreting results would improve completeness.

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?

All 4 parameters are described in the schema (100% coverage), so the baseline is 3. The description adds no further meaning beyond the schema (e.g., date format, account ID usage). It meets the minimum but does not enhance understanding.

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' and the resource 'user behavior breakdown', listing specific dimensions (Device, Country, Engagement) and indicating batch retrieval. It distinguishes from sibling tools like analytics_by_country or analytics_anomalies.

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?

The description implies use for batch user behavior data but provides no explicit guidance on when to use this tool versus alternatives (e.g., separate calls for each dimension). No when-not-to-use or prerequisites mentioned.

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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