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SamurAIGPT

MuAPI Claude Code MCP Server

by SamurAIGPT

edit_image

Edit any image by submitting its URL and a natural language prompt, using MuAPI to apply the requested changes.

Instructions

Edit an image using MuAPI

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
imageYesImage URL
promptYesEdit instruction
Behavior1/5

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

With no annotations provided, the description carries full responsibility for disclosing behavior, but it only restates the tool's purpose. It omits information about return values, side effects, authentication requirements, or limitations.

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 description is very short and front-loaded, but it essentially repeats the tool name. It is not as under-specified as 'Process', yet it lacks useful context that could be conveyed in the same length.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no annotations and no output schema, the description still fails to explain editing behavior, expected output, or operational constraints. The schema covers parameters, but overall completeness is poor for a tool among media generation siblings.

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?

Both parameters are fully described in the schema ('Image URL' and 'Edit instruction'), achieving 100% coverage. The description adds no additional parameter context, so baseline 3 is appropriate.

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?

The description uses a specific verb ('Edit') with a clear resource ('an image'), distinguishing it from sibling tools like generate_image and image_to_video. However, it is minimal and doesn't elaborate on the editing scope or capabilities.

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?

No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, specific use cases, or exclusions. The only implicit signal is the action verb 'edit'.

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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