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Subtitle Generator

subtitle_generator

Transcribes speech and returns an SRT or VTT subtitle file. Input: one file with a public HTTPS download_url. Optional outputFormat (for example mp3, wav, m4a) and bitrateKbps where the tool supports them. Returns download links for the result, which expire after 1 hour. The server downloads the file from download_url, keeps it in ihateaudio's Cloudflare R2 storage while the job runs, and processes it with the ihateaudio.com tool page in a headless browser on Cloudflare. The input is deleted when the job ends.

Input Schema

NameRequiredDescriptionDefault
filesYesOne input media file.
bitrateKbpsNoBitrate for lossy formats, in kbps.
outputFormatNoOutput format, for example mp3, wav, m4a, ogg or flac.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior5/5

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

Goes well beyond the annotations (which only say non-read-only, non-idempotent, non-destructive) by disclosing the full lifecycle: server downloads the file, keeps it in Cloudflare R2 during the job, processes it via headless browser, deletes the input at job end, and returns download links that expire after 1 hour. That is exactly the operational context an agent needs.

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 the purpose and output artifact, then adds constraints and lifecycle in ordered sentences. The infrastructure detail (R2, headless browser on Cloudflare) is slightly verbose for tool selection but earns its place as behavioral context.

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?

With no output schema, the description correctly covers the return value (download links) and its 1-hour expiry, plus input and lifecycle handling. The only gap is the unresolved tension between the subtitle deliverable and the audio-format examples for outputFormat.

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%, so the baseline is 3; the description reinforces download_url being public HTTPS and that outputFormat/bitrateKbps are optional. However, the description repeats 'mp3, wav, m4a' examples for a subtitle tool whose stated output is SRT/VTT, which muddies rather than clarifies the outputFormat parameter.

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?

States a specific verb and resource ('Transcribes speech and returns an SRT or VTT subtitle file'), so the agent knows exactly what it produces. It does not, however, differentiate itself from the sibling audio_transcriber, which an agent must disambiguate against on its own.

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?

The description specifies input preconditions (one file, public HTTPS download_url) and optional output settings, which implies context, but never states when to choose this over audio_transcriber or the various converter siblings. Usage is inferable rather than explicit.

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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