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Prowlo — Reddit & X for AI agents

get_product_profile

Read-onlyIdempotent

Get your organization's product profile: name, description, audience, value propositions, tone, reply guidelines, confirmed discovery keywords, and competitors. Useful context for crafting relevant replies. (requires a free Prowlo account — call it to get a signup link)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so the description adds value by disclosing the account requirement and the signup-link behavior. This gives an agent useful edge-condition context beyond the structured 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?

The description is two compact sentences with no filler. The primary purpose and returned contents are front-loaded, and the account note is a concise, relevant addition.

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

Completeness5/5

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

For a zero-parameter, read-only profile getter, the description fully covers what the agent needs: the returned fields, the practical use case, and the authentication precondition. The absence of an output schema is mitigated by listing the exact components returned.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters and schema description coverage is 100%, so there is no parameter documentation burden. The description adds context about the returned profile fields, though parameter semantics are fundamentally a non-issue here.

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 uses a specific verb and resource ('Get your organization's product profile') and enumerates the exact returned fields. This clearly distinguishes it from the sibling update_product_profile and other get_* tools.

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?

The description gives clear context for when the tool is relevant — 'Useful context for crafting relevant replies' — and notes an account prerequisite. It does not explicitly name alternatives or state when not to use it, but the usage context is sufficient.

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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