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Dalea AI

Get voice profile

get_voice_profile
Read-onlyIdempotent

Get the brand's AI-derived voice profile (status, confidence, profile, exemplars) and form profile (status, profile, stats). Each is null when it has not been generated yet.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brandIdNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint and non-destructive, so the safety profile is covered. The description adds genuinely useful behavior: the profile is AI-derived and each component is null until generated. It says nothing about permissions, latency, or freshness/regeneration of the profile.

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 tight sentences with no filler, and the payload contents are front-loaded. The stacked parenthetical lists are slightly dense but still readable.

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?

With no output schema, the description does the right thing by enumerating the return shape and null semantics. It still leaves gaps: brandId's optionality, and how this differs from sibling get_brand_profile.

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

Parameters2/5

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

One parameter (brandId) with 0% schema description coverage and zero description text about it — the schema marks it as not required, yet the description implies a required brand context without clarifying default behavior or format. With low coverage the description should compensate and does not.

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?

Specific verb (Get) plus resource (the brand's voice profile and form profile), and it enumerates the sub-fields returned (status, confidence, profile, exemplars / stats). However, it never distinguishes itself from the very similar sibling get_brand_profile, so an agent must guess which profile endpoint to pick.

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 when-to-use guidance, no prerequisites, and no mention of alternatives despite a crowded sibling set (get_brand_profile, get_brand_kit, get_creator_context). The null-when-not-generated note is a data caveat, not a usage rule.

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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