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mio_ai_face_enhancer

AI Face Enhancer — Upload a photo, adjust Enhancement Strength, and compare the enhanced face with the original before downloading it.. 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

B3.2/5.0
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 disclose real operational traits: credit cost varies by model/file size, Day Pass and welcome credits are excluded, files are deleted after processing, and runs are auditable at a tasks URL. It stops short of stating required auth or expected processing time, but covers the key cost and data-retention risks.

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

Conciseness2/5

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

The useful workflow and retention facts are front-loaded, but the second half is marketing tail ('All three credit-based workspaces unlock with the same one-time credit pack', 'See mioffice.ai/pricing for current plans') that does not help invoke the tool. Formatting is sloppy, including a doubled period ('downloading it..').

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?

For a zero-param, no-output-schema tool, the description should make clear that invoking it opens/queues the AI Studio job rather than taking file arguments; instead it reads like a UI walkthrough. Cost and retention context is present, but the actual invocation model is left implicit.

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?

The schema has zero parameters, which normally earns a 4 baseline, but the description describes an 'Upload a photo' and 'Enhancement Strength' input that do not exist in the schema, creating a misleading impression of the call signature. An agent is left unsure whether arguments are simply unsupported or whether they were omitted by mistake.

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+resource ('AI Face Enhancer — Upload a photo, adjust Enhancement Strength, compare, download'), so an agent knows it enhances faces in images. It does not distinguish itself from close siblings like mio_ai_photo_restorer, mio_ai_upscale_pro, or mio_ai_face_swap, leaving overlap ambiguous.

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 describes a UI workflow but never says when to pick this over face_swap, photo_restorer, or video_enhancer. No prerequisites, exclusions, or alternative-routing guidance are given, so selection must be inferred from the name alone.

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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