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mixpanel_get_funnels

Get funnel conversion metrics from Mixpanel using service account credentials and funnel ID.

Instructions

Get funnel conversion data from Mixpanel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
service_account_usernameYesMixpanel Service Account username
service_account_secretYesMixpanel Service Account secret
project_idYesMixpanel project ID
funnel_idYesFunnel ID (find in Mixpanel UI)
from_dateNoStart date (YYYY-MM-DD, default: 30 days ago)
to_dateNoEnd date (YYYY-MM-DD)
unitNoTime unit
Behavior1/5

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

With no annotations and only a one-line description, there is no disclosure of behavioral traits such as authentication requirements, rate limits, data aggregation, or pagination. The description is insufficient for the agent to understand what happens when the tool is invoked.

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?

The description is a single sentence with no waste, making it concise. However, it may be too minimal, lacking important details that could be added without significant length.

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?

Given the tool has 7 parameters, 4 required, and no output schema, the description is sparse. It does not explain what the returned funnel conversion data looks like or how parameters like unit or date ranges affect the output. More context is needed.

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?

The input schema has 100% coverage for parameter descriptions, so the schema itself provides meaning. The overall description adds no additional parameter context beyond what is already in the schema, resulting in a baseline score.

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 funnel conversion data from Mixpanel. The verb 'Get' and resource 'funnel conversion data' are specific, but it does not explicitly distinguish from sibling tools like mixpanel_get_events or mixpanel_get_retention.

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 usage guidelines are provided. The description does not indicate when to use this tool versus other Mixpanel tools, nor does it mention any prerequisites or constraints.

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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