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recraft_remove_background

Remove backgrounds from images to produce transparent PNGs. Works with local PNG, JPG, or WEBP files up to 5MB.

Instructions

Remove the background from an image, producing a transparent PNG.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
file_pathYesLocal path to image (PNG/JPG/WEBP, max 5MB, 256-4096px)
response_formatNoResponse formaturl

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.2.0

TDQS

A4/5.0
Behavior3/5

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

With no annotations, the description carries the behavioral burden. It does disclose the key behavior and output format ('producing a transparent PNG'), but it does not mention whether the original file is modified, how the result is returned, or other side-effect/timing details. Adequate for a simple image transform but not richly transparent.

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 a single sentence that front-loads the action and output. Every word earns its place with no redundancy or 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 simple two-parameter tool with full schema coverage, the description plus schema is largely complete. It clearly states the operation and the output, though it does not elaborate on return envelope behavior or explicitly route away from sibling tools; these are minor gaps.

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 file_path and response_format. The description adds no parameter-level meaning beyond what the schema provides, making the baseline 3 appropriate.

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 uses a specific verb ('Remove') and resource ('background from an image') and names the exact output ('transparent PNG'). This clearly distinguishes it from siblings like recraft_replace_background and recraft_generate_background by the transparent-result outcome.

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 gives clear context: use this tool when you need the background removed from an image and a transparent PNG produced. It does not explicitly compare against sibling tools or provide exclusions, so it stops short of a 5, but the usage is not merely implied.

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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