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recraft_create_style

Create a custom visual style from 1-5 reference images and receive a style_id to apply that style in image generation tools.

Instructions

Create a custom style from 1-5 reference images. Returns a style_id for use in generation tools. V3/V3 Vector only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_pathsYesArray of local paths to reference images (1-5 images)
style_baseYesBase style type

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.2.0

TDQS

A4/5.0
Behavior3/5

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

With no annotations, the description carries the behavioral disclosure burden. It discloses the return value and model compatibility, but it does not mention persistence, credit consumption, or other side effects of creating a style.

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, each carrying distinct information: input, output, and compatibility. No filler or redundancy.

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 simple two-parameter tool, the description covers the inputs, the output, and the compatibility constraint. Since there is no output schema, the explicit style_id mention is valuable; a note about persistence or side effects would make it fully complete.

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 description coverage is 100%, so the schema already documents both parameters. The description's mention of 1-5 reference images mirrors the file_paths schema, and it adds no additional semantics about style_base.

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: create a custom style from 1-5 reference images, and clearly identifies the key output (style_id). This distinguishes it from the sibling generation and editing tools.

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?

Provides clear workflow context: the style_id is for use in generation tools, and the V3/V3 Vector-only restriction helps an agent decide applicability. It does not explicitly name alternatives or exclusions, but the operation is distinct enough that the context is sufficient.

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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