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leonardosepulvedat

MCP Google Analytics Server

ga_send_signup

Send a sign-up event to Google Analytics to record new user registrations. Include the sign-up method, user ID, and optional user properties for tracking.

Instructions

Send a sign-up event to Google Analytics.

Standard event for tracking new user registrations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
methodYesSign-up method (e.g., "Google", "Email")
user_idNoUser ID for the new user
client_idNo
user_propertiesNoUser properties (e.g., {subscription_tier: {value: "premium"}})

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed4 schema fields changedv1.1.1
    • addedInput schema / $schema
      Added value: +"http://json-schema.org/draft-07/schema#"
    • addedInput schema / additionalProperties
      Added value: +false
    • changedInput schema / properties / user_properties / additionalProperties
      Previous value: -trueNew value: +{
      +  "additionalProperties": false,
      +  "properties": {
      +    "value": {
      +      "type": [
      +        "string",
      +        "number"
      +      ]
      +    }
      +  },
      +  "required": [
      +    "value"
      +  ],
      +  "type": "object"
      +}
    • addedInput schema / properties / user_properties / description
      Added value: +"User properties (e.g., {subscription_tier: {value: \"premium\"}})"
  2. First observedv1.0.1

TDQS

A4/5.0
Behavior3/5

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

Annotations already establish the side-effect profile (readOnlyHint=false, idempotentHint=false, destructiveHint=false). The description adds the semantic context of a signup event but does not disclose any further behavioral traits such as asynchronous delivery, failure behavior, or authentication requirements.

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?

Two short sentences, with the primary action and destination front-loaded and the purpose immediately following. No redundancy or filler.

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

Completeness4/5

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

For a straightforward event-send tool, purpose, parameters, and side-effect profile are mostly covered by the description plus schema/annotations. The lack of an output schema and the undocumented client_id are minor gaps, but the description still gives an agent enough to select and invoke the tool correctly.

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 75%, so the baseline is 3; the description itself adds no parameter-level details and doesn't compensate for the undocumented client_id field. It neither clarifies the meaning of method beyond the schema's example nor explains how user_properties are used.

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 uses a specific verb-resource pair ('Send a sign-up event to Google Analytics') and adds the domain purpose ('tracking new user registrations'), which clearly distinguishes it from sibling tools like ga_send_login, ga_send_purchase, and generic ga_send_event.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The second sentence gives explicit context for when the tool applies: it is the standard event for new user registrations. It stops short of naming excluded alternatives or explicitly contrasting with ga_send_login and ga_send_event, so it doesn't fully earn a 5.

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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