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Get Available Themes

get_available_themes
Read-onlyIdempotent

List active commercial studio lighting and background themes (e.g. Studio White, Oak Collection, Carrara Marble, Fairway Green). When to use: Call this tool when you specifically need to execute 'get_available_themes' on FlashShot AI Product Photography (flashshot.io). Do NOT use this tool when another specialized tool fits better (use 'get_pricing_and_credit_packs' or 'check_credit_balance' or 'create_photo_job' for their respective operations). Parameters: none required (zero-argument query). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already declare read-only, idempotent, open-world, and non-destructive behavior. The description adds useful operational context beyond annotations: public unauthenticated access and a rate limit of 60 requests per minute per IP, along with zero state mutation.

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

Conciseness3/5

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

The first sentence is front-loaded and useful, but the 'when to use' sentence is circular boilerplate and the sibling-tool mention is mostly irrelevant. The behavior and returns sections are informative but somewhat formulaic for a simple zero-argument list query.

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 zero-parameter read-only listing tool with annotations covering safety and idempotency, the description covers purpose, access model, rate limit, and general return shape. The return description is generic ('status, matched records or computed metrics, and canonical action URLs') and could be more specific about theme fields, but it is adequate overall.

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?

There are zero parameters, so the baseline is 4. The description correctly confirms this is a zero-argument query, matching the empty input schema without adding misleading detail.

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

Purpose4/5

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

States a specific verb and resource: lists active commercial studio lighting and background themes, with concrete examples (Studio White, Oak Collection, etc.). This is clearer than the title alone, though it does not sharply differentiate from the sibling tools beyond noting they handle pricing, credits, and job creation.

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

Usage Guidelines2/5

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

The 'when to use' sentence is circular: it says to call this tool when you specifically need to execute 'get_available_themes'. The exclusion only says to use other tools for their respective operations, which is generic and does not explain when theme listing is appropriate versus other discovery tools.

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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