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Hanyuyu

ImgLume MCP

by Hanyuyu

search_gallery

Read-only

Search visual inspiration gallery to find ideas, references, and styles for creative projects. Browse popular or recent results and filter by model, category, or media type.

Instructions

Search the ImgLume visual inspiration gallery. Use when the user wants ideas, references, styles, examples, or has not yet settled on a visual direction. Results include preview images and IDs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
sortNopopular
limitNo
modelNoall
queryNoFocused search words such as "luxury perfume poster". Leave empty to browse popular inspiration.
categoryNoOptional ImgLume category slug.
mediaTypeNoall
Behavior3/5

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

Annotations already declare readOnlyHint=true, so description doesn't need to emphasize safety. It adds that results include previews and IDs, but no details on pagination or rate limits. Provides some value beyond annotations.

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?

Two sentences, no redundancy, front-loaded with key purpose. Every word adds value.

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?

Moderate complexity with 7 optional parameters and no output schema. Description covers basic purpose and usage scenario but not result format or parameter interactions. Sufficient but incomplete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 29% (query and category have descriptions). The description does not explain the other five parameters (page, sort, limit, model, mediaType) despite low coverage. Fails to compensate.

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?

The description clearly states the tool searches the ImgLume gallery for visual inspiration, specifying use cases like 'ideas, references, styles, examples'. It distinguishes from sibling tools like generate_image or list_models.

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?

Explicitly says when to use: when user wants ideas or hasn't settled on direction. Implicitly suggests not to use for direct generation. Lacks explicit exclusions but 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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