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mixpanel_get_events

Retrieve Mixpanel event analytics data for any date range, filtering by event names, time unit, and aggregation type.

Instructions

Get Mixpanel event analytics data for a date range.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
service_account_usernameYesMixpanel Service Account username
service_account_secretYesMixpanel Service Account secret
project_idYesMixpanel project ID
from_dateNoStart date (YYYY-MM-DD, default: 7 days ago)
to_dateNoEnd date (YYYY-MM-DD, default: today)
eventNoEvent names to filter by
unitNoTime unit (default: day)
typeNoAggregation type (default: general)
Behavior2/5

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

With no annotations provided, the description carries the full burden. It only states 'get data' without disclosing authentication needs (implicit in required parameters), rate limits, or whether the operation is read-only.

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 with no redundancy. However, it is so brief that it borders on under-specification.

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?

With 8 parameters and no output schema, the description does not cover return data shape, pagination, or filtering behavior beyond date range. Incomplete for an analytics query tool.

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%, so baseline is 3. The description adds no additional meaning beyond what the schema already provides for each parameter.

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 verb 'Get' and resource 'Mixpanel event analytics data' with a date range scope. However, it does not differentiate from sibling tools like mixpanel_export_data or mixpanel_get_funnels, which also deal with event data.

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 such as mixpanel_export_data or mixpanel_get_retention. Agents must infer from the name alone.

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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