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Seey215

Google Analytics MCP Server

by Seey215

Get Analytics Metadata

get_metadata

Retrieve available dimensions and metrics for a Google Analytics property. Specify property ID and optionally filter by type for metadata discovery.

Instructions

Get available dimensions and metrics for Google Analytics property

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
propertyIdYesGoogle Analytics property ID (e.g., 123456789). Required for all queries.
typeNoType of metadata to retrieveboth
Behavior2/5

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

With no annotations, the description bears full burden but only states what it retrieves. It omits behavioral traits like error handling, rate limits, or data freshness.

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 is front-loaded and concise, stating the core purpose. However, given the lack of annotations, slightly more detail could be warranted without becoming verbose.

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 and minimal description leave significant gaps. The agent is not informed about the response structure, pagination, or what 'both' returns.

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%, providing adequate parameter descriptions. The tool's description adds no further meaning, meeting the baseline for high coverage.

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?

The description clearly states the tool retrieves available dimensions and metrics for a Google Analytics property, using a specific verb and resource. However, it does not differentiate from sibling 'search_metadata', which may also fetch metadata.

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?

No guidance on when to use this tool versus alternatives like 'analytics_report' or 'search_metadata'. The description lacks context about prerequisites or exclusions.

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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