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mio_ai_photo_restorer

AI Photo Restorer — Upload a photo, choose a restoration type, and compare the restored PNG with the original.. 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

B3.1/5.0
Behavior4/5

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

With no annotations, the description carries real weight: it discloses that runs are dispatched to Modal workers, 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 trail URL. What is missing is execution behavior — expected turnaround, size limits, or failure modes.

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 purpose is front-loaded, which is good, but the back half is marketing boilerplate ('All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription') that belongs in mioffice_pricing_info, not in a per-tool definition. There is also a stray double period after 'original'.

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 that takes no inputs and returns no output schema, the description should explain how execution actually happens, yet it describes an interactive UI flow (upload, choose a type, compare) that the empty schema cannot support. An agent is left unsure whether calling this does anything without a file argument or whether it merely opens a workspace.

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 and full coverage, so by rule the baseline would be 4. However, the description instructs the caller to 'upload a photo' and 'choose a restoration type,' neither of which exists as a structured input, so it describes parameters the schema does not model rather than clarifying existing ones.

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 clause states a specific verb and resource ('AI Photo Restorer — upload a photo, choose a restoration type, compare the restored PNG'), so an agent can tell what the tool produces. It does not, however, distinguish it from close siblings such as mio_ai_face_enhancer, mio_ai_photo_colorizer, or mio_ai_upscale_pro, all of which could plausibly restore a photo.

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?

There is no statement of when to pick this tool over its many image-AI siblings, and no prerequisites or exclusions beyond the credit note. The 'Day Pass and welcome credits do not include AI Studio' line is the only eligibility hint, and it is about billing rather than task routing.

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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