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mio_ai_video_subtitler

AI Video Subtitler — Generate subtitles from spoken audio or paste your own SRT. Download a subtitled video, an SRT file, or a VTT file.. AI Studio run — dispatches to our AI workers (Modal). Credits per run vary by model and file size. Day Pass and welcome credits do not include AI Studio. Files are deleted after processing; auditable at mioffice.ai/account/tasks (retention details at mioffice.ai/privacy). All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription. See mioffice.ai/pricing for current plans.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.4/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does well: it discloses that runs dispatch to external AI workers (Modal), that credit cost varies by model and file size, that Day Pass/welcome credits are excluded, and that files are deleted after processing with an audit URL. It omits runtime/async behavior and where finished artifacts are retrieved.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The functional sentence is correctly front-loaded, but roughly half the text is pricing boilerplate ('one-time credit pack', 'no per-workspace subscription', 'See mioffice.ai/pricing') that does little for tool selection. There is also a doubled period ('VTT file..'), a small polish defect.

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?

Coverage of outputs, credits, and retention is good for a no-output-schema tool. However, for a tool with an entirely empty input schema, the description never explains how input is provided or whether the call is synchronous, which is the most consequential open question an agent faces here.

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

Parameters4/5

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

Zero parameters, so the baseline of 4 applies. The mention of 'paste your own SRT' versus 'spoken audio' hints at two input modes but maps to nothing in the empty schema, which is a minor mismatch rather than a documentation gap.

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 first sentence names a specific verb and resource: generate subtitles from spoken audio or an SRT, and produce subtitled video, SRT, or VTT output. That is far more concrete than a restated title. It never names the overlapping siblings (mio_video_auto_captions, mio_video_extract_subtitles, mio_ai_transcriber), so the agent gets no explicit routing help.

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?

The description says nothing about when to pick this over siblings like mio_video_auto_captions or mio_video_extract_subtitles, which perform adjacent subtitle work. It also gives no prerequisite or input-handoff guidance for a tool that exposes zero parameters, leaving the agent to guess how a video is actually supplied.

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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