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Upscale an image

upscale_image

Make an image 2× or 4× larger and sharper, faithfully (no new content), keeping transparency. For print or large screens. Charged per image, same price for 2× and 4×.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
factorNo2 or 4. Default 2.
asset_idYesThe image to work on: an asset_id from a previous result or upload.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations cover the safety profile (readOnlyHint=false, destructiveHint=false, openWorldHint=true), and the description adds real behavioral context beyond them: it is a paid operation charged per image, preserves transparency, and adds no new content. It does not clarify whether the source asset is replaced or a new asset is produced.

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

Conciseness5/5

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

Three short sentences with zero filler, and the core operation is front-loaded ahead of use context and pricing. Every sentence carries a distinct piece of information.

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?

For a two-parameter paid mutation with no output schema, the description covers cost, fidelity, and transparency preservation well. Its only gap is not stating what the call returns (e.g., a new asset_id), which the missing output schema would otherwise have to carry.

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 coverage is 100%, so both parameters are already documented with constraints and the default. The description restates the 2×/4× factor choice and reinforces fidelity but adds no syntax or format detail beyond the schema, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource (make an image 2× or 4× larger and sharper) with concrete scope. It is immediately distinguishable from generate_image, animate_image, and vectorize_image, which are the neighboring image operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"For print or large screens" gives a clear use context, and the fidelity constraint implies when it is appropriate versus generative alternatives. It does not explicitly name a when-not case or an alternative sibling, so it falls short of a 5.

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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