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Get my Voice Lab insights

get_voice_insights
Read-only

The user's latest Voice Lab analysis for one platform (dominant voice patterns, hook styles, sentence rhythm, vocabulary) and their latest drift reading (how recent posts compare with their usual voice). Use when the user asks what their voice patterns are or whether they are drifting. Returns empty results when the user has not run Voice Lab yet; Voice Lab in VoiceMoat is where they run it.

Input Schema

NameRequiredDescriptionDefault
platformNotwitter or linkedin. Defaults to the platform the user is working on in VoiceMoat.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / platform / description
      Added value: +"twitter or linkedin. Defaults to the platform the user is working on in VoiceMoat."
  2. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds genuinely useful non-annotated behavior: it returns empty results if the user has never run Voice Lab, and it names Voice Lab in VoiceMoat as the prerequisite surface. Return format/pagination is unspecified, but the empty-case disclosure is valuable.

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?

Front-loads what the tool returns, then usage triggers, then the empty/prerequisite caveat. Mostly tight, though the trailing 'Voice Lab in VoiceMoat is where they run it' is slightly redundant with the opening mention.

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?

No output schema exists, so the description appropriately describes the returned content and the empty-result case. It is complete enough to call correctly for a single-optional-param read tool, missing only minor depth on result shape.

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% and the single platform enum is fully documented in the schema, so baseline 3 applies. The phrase 'for one platform' does mirror the schema's scoping but adds no new syntax or format detail beyond what the schema already provides.

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+resource (latest Voice Lab analysis) and enumerates the concrete contents: dominant voice patterns, hook styles, sentence rhythm, vocabulary, plus a drift reading. An agent can tell this apart from get_voice_profile or score_voice_match because the source (Voice Lab) and payload are named explicitly.

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?

Gives two explicit trigger conditions: 'when the user asks what their voice patterns are' and 'whether they are drifting.' It does not name alternative siblings (e.g. get_voice_profile) or state when not to use this tool, so it falls short of full when/when-not/alternatives coverage.

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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