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Mixpanel MCP by usefulapi

Query a saved funnel

mixpanel_query_funnel
Read-only

Get conversion data for a saved funnel (use mixpanel_list_funnels to find funnel_id). Query API: GET /funnels.

Input Schema

NameRequiredDescriptionDefault
unitNoBucketing unit.
limitNoLimit on segmentation breakdown.
lengthNoConversion window length.
to_dateYesEnd date yyyy-mm-dd (inclusive).
intervalNoNumber of days per bucket.
from_dateYesStart date yyyy-mm-dd (inclusive).
funnel_idYesSaved funnel id (from mixpanel_list_funnels).
length_unitNoUnit for `length`.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

B3.3/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds only 'Query API: GET /funnels,' which restates the endpoint rather than disclosing anything behavioral. It says nothing about auth requirements, rate limits, or the shape/cost of returned conversion data.

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?

Two short sentences with the purpose front-loaded and no wasted words. The trailing 'Query API: GET /funnels' is mildly redundant but cheap.

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 an 8-parameter read-only query tool with full schema coverage and no output schema, the definition covers the core action and the funnel_id sourcing. It leaves conversion-window semantics to the schema, which is acceptable, though a bit more guidance on interpretation would help.

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 100%, so every parameter (unit, limit, length, interval, length_unit, dates) is already documented in the schema. The description adds no parameter meaning beyond that, making the baseline 3 appropriate.

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?

States a specific verb+resource: 'Get conversion data for a saved funnel.' It also points to mixpanel_list_funnels as the source of funnel_id, which helps an agent place it in the workflow. It does not explicitly contrast with mixpanel_segmentation or mixpanel_retention, so it falls just short of 5.

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

Usage Guidelines3/5

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

Provides one useful prerequisite: use mixpanel_list_funnels to obtain funnel_id. However, it gives no guidance on when to choose this over mixpanel_segmentation or mixpanel_retention, which analyze related but different things.

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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