Skip to main content
Glama
zhangluka

grain-seo-mcp

by zhangluka

analytics_audience_segments

Retrieve audience segments (New vs Returning, Age, OS) for any date range in a single batch request from GA4.

Instructions

Get audience segmentation (New vs Returning, Age, OS) 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 carries full responsibility. It discloses only the basic function and output categories, without mentioning any behavioral traits such as whether it is read-only, auth requirements, rate limits, or side effects.

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 sentence of 11 words, front-loading the key information. Every word is necessary and contributes to clarity without redundancy.

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?

The tool lacks an output schema, so the description should explain what the response contains. It only says 'audience segmentation' but does not describe the data structure or format. Given no output schema, this is a significant gap.

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%, and each parameter has a clear description. The tool description does not add additional meaning beyond the schema; it only contextualizes the overall purpose. Baseline 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 verb 'Get', the resource 'audience segmentation', and specifies the segmentation types (New vs Returning, Age, OS). It also adds 'in a single batch', distinguishing it from other analytics tools that might return segments individually.

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 when to use the tool (to get multiple segmentations at once) but does not provide explicit guidance on when not to use it or alternatives. It lacks exclusions or comparisons with sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/zhangluka/grain-seo-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server