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johnnikolo

posthog-mcp

by johnnikolo

get_persons

Retrieve person profiles from PostHog by distinct ID or search, with paginated results including properties.

Instructions

Look up person profiles in PostHog. Can search by distinct ID or return a paginated list of persons with their properties.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of persons to return (1–100, default 20)
searchNoSearch persons by email, name, or other identifying property
distinct_idNoLook up a specific person by their distinct ID (e.g. user ID or anonymous ID)
Behavior2/5

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

No annotations are provided, so the description must carry the full burden of behavioral disclosure. It mentions returning a paginated list but omits details like auth requirements, rate limits, or side effects. The read-only nature is implied but not stated.

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 sentences with no wasted words. The purpose and two modes are front-loaded, making it efficient for an AI agent to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the core functionality but lacks details on return format, pagination behavior, and potential errors. Given good schema coverage and no output schema, some gaps remain.

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% with well-described parameters. The description confirms the two modes but adds no additional meaning beyond the schema's parameter descriptions. 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?

The description clearly states the tool looks up person profiles in PostHog, with two modes: by distinct ID or paginated list. This distinguishes it from sibling tools (get_feature_flags, get_insights, etc.) which address different resources.

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. While siblings are different, the description does not explicitly state when to use get_persons, nor does it mention when-not or provide exclusion criteria.

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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