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Upscale Image

upscale_image

Upscale an image to 2K, 4K or 8K (Image Upscaler). Costs 2 / 3 / 5 credits. Pass a public imageUrl — a generation outputUrl or an upload_file url. Poll with wait_for_image. Renders a live preview in app-capable hosts.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesPublic URL of the image to upscale.
resolutionNoTarget resolution. Default 2k.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

With no annotations present, the description carries the burden well: it discloses the credit cost per resolution (2/3/5), that the operation is asynchronous and must be polled via wait_for_image, and that it renders a live preview in app-capable hosts. It does not cover failure behavior or how long polling typically takes, which is the remaining gap.

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?

Four short sentences, each carrying unique payload (capability, cost, input sourcing, polling), with the core purpose front-loaded. No filler or repetition of the tool name.

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?

With no output schema and no annotations, the description supplies cost, async/polling behavior, input provenance, and host preview support, which is nearly everything needed to invoke it correctly. Minor omissions (failure modes, expected wait time) keep it from a 5.

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?

Schema coverage is 100%, so the baseline is 3, but the description adds real meaning: imageUrl is constrained to public URLs sourced from generation outputUrl or upload_file, and resolution choices are tied to specific credit costs. That is value beyond the schema's terse field descriptions.

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 (upscale) and resource (image) with an explicit range of outputs (2K/4K/8K) and names the product surface (Image Upscaler). An agent can immediately separate it from the sibling upscale_video without opening either schema.

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?

Gives the workflow context an agent needs: the input must be a public URL, either a generation outputUrl or an upload_file url, and results are polled with wait_for_image. No explicit when-not-to-use or alternative routing (e.g., vs. create_image) is given, so it stops 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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