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Mixpanel MCP by usefulapi

Query a saved Insights report

mixpanel_query_insights
Read-only

Fetch the computed data behind a saved Insights report by bookmark_id (the report id in the board URL). Mixpanel's recommended, non-deprecated path for programmatic reporting. Query API: GET /insights.

Input Schema

NameRequiredDescriptionDefault
bookmark_idYesInsights report id (bookmark_id) from the report URL.
workspace_idNoWorkspace id, if applicable.

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

A3.8/5.0
Behavior3/5

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

readOnlyHint=true already tells the agent this is a safe read, so the bar is lower. The description adds that the report must already be saved (bookmark_id) and that this is the non-deprecated path, plus the underlying endpoint, but says nothing about rate limits, response shape, or pagination behavior.

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?

Three short sentences, front-loaded with the action and required identifier, then the recommendation, then the endpoint. No filler or hedging; every clause carries information.

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 two-parameter read-only query with no output schema and annotations covering safety, the definition supplies enough to call it correctly. It could say more about what the returned computed data looks like, but nothing critical is missing.

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 both bookmark_id and workspace_id are already documented. The description's parenthetical on bookmark_id largely repeats the schema's 'from the report URL', and workspace_id is not addressed at all, so baseline 3 is appropriate.

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?

States a specific verb (Fetch) and resource (computed data behind a saved Insights report) and anchors it to the required identifier via '(the report id in the board URL)'. This clearly separates it from funnel, retention, and segmentation siblings that compute different report types.

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?

'Mixpanel's recommended, non-deprecated path for programmatic reporting' gives a positive-use signal, but it never names a sibling or states conditions under which an agent should prefer mixpanel_segmentation, mixpanel_retention, or mixpanel_query_funnel instead. Usage is implied rather than prescribed.

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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