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jwulff

Whisper MCP Server

by jwulff

download_whisper_model

Download a Whisper model to enable local audio transcription. Choose from models like tiny.en, base.en, small.en, medium.en, or large.

Instructions

Download a Whisper model for local transcription. Models are stored in ~/.whisper/

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelYesModel to download
Behavior2/5

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

No annotations provided. Description mentions storage location but lacks details on idempotency, overwrite behavior, download time, or success/failure signals. Insufficient for a download operation.

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, no unnecessary words. Primary action and key detail (storage path) front-loaded.

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?

Tool is simple with one parameter and no output schema. Description lacks return behavior, error handling, and whether download is conditional on existing files.

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 enum description for 'model' parameter. Description adds storage context but no additional parameter meaning beyond schema.

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?

Description clearly states action (download), resource (Whisper model), purpose (local transcription), and storage location (~/.whisper/). Distinguishes from siblings: list_whisper_models and transcribe_audio.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool vs siblings. Implied that download is prerequisite for transcribe_audio, but not stated.

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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