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photo-ai-studio

Photo AI Studio MCP Server

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browse_themes

Browse available photo themes for AI generation, filter by gender or search by tag, and obtain theme slugs needed for the generate_photo tool.

Instructions

Browse available photo themes/categories for AI photo generation. Filter by gender or search by tag. Returns theme slugs needed for the generate_photo tool.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
genderNoFilter themes by gender category
tagNoSearch themes by name or keyword
Behavior3/5

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

No annotations are provided. The description discloses that it is a read operation (browsing) and mentions the return of slugs, but lacks details on pagination, rate limits, or whether it requires authentication. For a simple listing, it is adequate but not comprehensive.

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?

The description is two sentences, concise and front-loaded with the core purpose. Every sentence adds value with no 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?

Given the lack of output schema, the description explains the return value (theme slugs). It covers the filter parameters but does not specify behavior when no parameters are provided (e.g., returns all themes). Overall, it is sufficient for the tool's simplicity.

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 the schema already documents both parameters. The description rephrases filtering by gender and search by tag, adding minimal extra meaning. It also hints at the output usage, which is helpful but not parameter-specific.

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 browses photo themes/categories, specifies filtering by gender or tag, and explains the return value (theme slugs) needed by generate_photo. It distinguishes from sibling tools like generate_photo by establishing a dependency.

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?

The description implies when to use: to obtain theme slugs for generate_photo. It does not explicitly state when not to use or mention alternatives, but the context is clear enough for this simple browse tool.

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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