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mio_ai_video_enhancer

AI Video Enhancer — Upscale your clip by 2× or 4×, with optional noise reduction and an MP4 download.. 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

A3.6/5.0
Behavior4/5

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

With no annotations at all, the description carries the full burden and does reasonably well: it discloses async dispatch to Modal workers, variable credit cost by model and file size, credit-eligibility exclusions, post-processing file deletion, and an audit/retention URL. It omits what the agent gets back (job id, polling, or a URL) and how the source file is handed in, which for a zero-parameter tool is a notable hole.

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 statement is front-loaded and tight, but more than half the text is pricing/pack/subscription boilerplate that belongs to mioffice_pricing_info rather than a tool definition. The double period after 'MP4 download' also suggests concatenation artifacts.

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?

There are no annotations and no output schema, so the description must cover behavior end to end, and it covers cost and retention well but not input acquisition or result retrieval — critical for a long-running enhancement job. Adequate to avoid misuse, not complete enough to invoke confidently.

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?

The input schema is an empty object with zero parameters, so per the baseline this scores 4. The description does not need to explain parameter syntax, though it would have helped to clarify how the input clip and the 2x/4x choice are actually transmitted given the schema exposes nothing.

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 opening sentence names a concrete verb and resource (upscale a clip 2x/4x) plus the optional noise-reduction and MP4 output modifiers, which separates it from the audio/document AI siblings. It does not explicitly distinguish itself from the closest alternatives (mio_ai_upscale_pro, mio_image_upscale, mio_video_resize), so an agent still has to infer the boundary between 'enhance' and 'upscale/resize'.

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?

There is a real usage constraint buried in the boilerplate — Day Pass and welcome credits do not cover AI Studio, so some users cannot run it — which is genuinely useful eligibility guidance. However, there is no statement of when to choose this over mio_ai_upscale_pro or mio_video_resize, and no guidance on how a clip is supplied for processing.

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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