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HappyMonkeyAI

ai-google-analytics-mcp

get_ga4_integration_status

Check the current integration status of Google Analytics 4 to verify if properties, data streams, and gtag snippets are properly configured.

Instructions

Report optional launcher registry and keymaster hook availability (graceful when unset).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries full burden. It mentions 'graceful when unset' hinting at non-failure behavior, but does not disclose what the tool actually returns (e.g., boolean, object with status fields). The output schema exists but the description should complement it with behavioral context like side effects or error handling.

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, concise sentence with no unnecessary words. It front-loads the action ('Report') and resource ('availability'). Every word 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?

Given the tool has an output schema and zero parameters, the description covers the essential concept. However, for a tool with many siblings, more context about when to expect this to be used (e.g., after setup) would improve completeness. The description is adequate but minimal.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With zero parameters, the schema coverage is effectively 100%. Per guidelines, baseline for 0 params is 4. The description does not need to add parameter meaning, and it doesn't repeat schema info.

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 reports availability of optional launcher registry and keymaster hooks. The verb 'Report' and the resource 'availability' are specific. While it distinguishes from sibling tools (which are creation/management), it does not explicitly differentiate itself from similar status tools, but given the sibling list, it's clearly a status check.

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. The phrase 'graceful when unset' implies safety relevance but lacks explicit usage context or exclusions. The description fails to help an agent decide to use this over other tools like list_registry_projects_for_ga4 or sync_ga4_to_launcher_registry.

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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