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transcribe_audio

Transcribe audio from URL (upload endpoint).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only mentions the 'upload endpoint' but does not explain any side effects, limitations (e.g., file size, duration), authentication requirements, or whether the operation is synchronous or asynchronous. This is a significant gap for a tool that likely performs network requests and processing.

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?

The description is a single, concise sentence with no wasted words. It is front-loaded with the main verb and resource. However, it is under-specified, missing important details that could be included without making it overly verbose, so it does not earn a perfect score.

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

Completeness2/5

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

For a tool with one parameter, no annotations, and no output schema, the description should explain the return value (presumably a transcript) and any limitations. The description provides none of this. The existence of sibling tools like 'job_status' suggests this might be asynchronous, but the description does not hint at this. Incomplete for even a simple tool.

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?

The input schema has one parameter 'url' with no description, and schema coverage is 0%. The description clarifies that the URL is for audio, which is helpful, but it does not explain what types of URLs are acceptable (direct file vs. webpage), whether the URL must be publicly accessible, or any supported audio formats. The description adds minimal semantics beyond the parameter name.

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?

The description states the specific verb 'transcribe' and the resource 'audio from URL', which clearly identifies the tool's function. The parenthetical '(upload endpoint)' adds a hint about the mechanism. However, it does not explicitly distinguish from sibling tools like youtube_transcript, which could also transcribe audio from URLs.

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 is provided on when to use this tool versus alternatives. The sibling list includes youtube_transcript and OCR tools, which may overlap in use cases, but the description does not mention any exclusions or preferred scenarios. There is no indication of prerequisites like URL accessibility or supported audio formats.

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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