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vapagentmedia

VAP Media · Unified MCP Server for AI Agents (Flux · Veo · Suno)

background_remove

Remove the background from an image, isolating the subject with transparency for use in designs or composites.

Instructions

Remove the background from an image, leaving only the subject with transparency. Cost: $0.10. Requires Tier 1+.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
media_urlYesURL of the image to process
Behavior3/5

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

With no annotations, the description adds value by disclosing cost and tier requirements. However, it lacks information on rate limits, processing time, output format, or whether the original file is modified. This 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 extremely concise: one sentence for purpose, two short sentences for cost and tier. Every word contributes meaning 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 tool's simplicity (1 parameter, no output schema), the description covers the core action, cost, and access requirement. It could mention supported image formats or output specifics, but is largely 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?

The only parameter (media_url) is fully described in the input schema. The tool description does not add additional meaning beyond the schema, so it scores baseline 3.

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's purpose: removing background from an image and leaving transparency. It uses a specific verb-resource pair and distinguishes from siblings like 'inpaint' or 'ai_edit' which have different editing operations.

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 mentions cost ($0.10) and a required tier (Tier 1+), providing context on when the tool can be used. However, it does not explicitly state when to use this tool over alternatives, so it gets a 4.

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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