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deadrime

posthog-toolkit-mcp

by deadrime

List property names

posthog_property_definitions
Read-only

List event or person property names and types in a project to avoid guessing HogQL property names.

Instructions

Event or person property names in a project, with their types. Use it instead of guessing property names in HogQL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoWhich properties to listevent
limitNoPage size
offsetNoPagination offset
searchNoSubstring to match in the property name
project_idNoProject id; defaults to POSTHOG_PROJECT_ID

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.8/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true and openWorldHint=true, covering the safety profile. The description adds no further behavioral details such as pagination behavior, response format, or rate limits, but it does not contradict the annotations.

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 core content front-loaded. The second sentence justifies why the tool is useful and is not 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 listing tool with no required parameters and no output schema, the description states what will be returned (names and types), and the annotations cover read-only/open-world behavior. It does not mention pagination or search, but those are fully documented in the schema, so nothing essential 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 all five parameters are adequately documented in the schema itself. The description only restates the event/person distinction already encoded in the type enum, adding no new parameter-level meaning.

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 states a specific verb and resource: listing event or person property names in a project with their types. It is clear, but it does not explicitly contrast itself with sibling tools like posthog_event_definitions, so it relies on the resource name rather than naming the distinction.

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?

It gives an explicit usage trigger: use this instead of guessing property names in HogQL. However, it does not state when not to use it or mention alternative tools, so the guidance is clear but not exhaustive.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.