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Flow Music MCP Server by useapi.net (third-party)

Generate a reference image

flowmusic_generate_image

Generate an image from a prompt, returned as an image you can see with its asset id, to use as refImage1..10 in flowmusic_create_song (a loose style hint). Takes ~10-20 s. POST /files/generate.

Input Schema

NameRequiredDescriptionDefault
emailNoThe Flow Music account email. Optional: by default one of your healthy accounts is picked.
promptYesThe image description.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

With annotations already declaring openWorldHint=true, idempotentHint=false and destructiveHint=false, the description adds real value beyond them: expected latency (~10-20 s) and the underlying endpoint (POST /files/generate). It does not describe auth requirements, though the schema covers the email parameter.

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?

A single dense sentence plus a short latency/endpoint note; the action, return value, and downstream use are front-loaded with no filler.

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 two-parameter tool with no output schema, the description covers the return artifact, timing, and downstream usage. Only minor gaps remain (no error/failure behavior), which is reasonable for this complexity.

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 'prompt' and 'email' fully. The description adds no syntax or format detail beyond what the schema states, so the baseline 3 applies.

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 ('Generate an image from a prompt') and immediately clarifies the return artifact ('an image you can see with its asset id'), which distinguishes it from sibling generators like flowmusic_cover_song or flowmusic_create_song.

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 clear intended usage by naming where the output goes ('refImage1..10 in flowmusic_create_song') and qualifying its role ('a loose style hint'). It lacks explicit when-not-to-use guidance, but the routing context is strong enough to pick it over siblings.

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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