# sd-api-mcp

> sd-api-mcp — mcaimi-sd-api-mcp. Use this tool when you need to generate images, perform inpainting, or manage models using Stable Diffusion, as it provides a REST API interface for AI agents to interact with, accepting input parameters and returning generated images or model updates. It solves problems related to automated image creation, editing, and model management, offering a flexible and programmable way to leverage Stable Diffusion capabilities. Ideal for use cases requiring dynamic image generation, such as art, design, or data augmentation applications.

Canonical page: https://skillsregistry.net/skills/mcaimi-sd-api-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mcaimi-sd-api-mcp

## Description

Enables AI agents to interact with a Stable Diffusion REST API for image generation, inpainting, model management, and merging.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/im9biwnpw0)
- **Repository:** <https://github.com/mcaimi/sd-api-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "mcaimi-sd-api-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mcaimi-sd-api-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mcaimi-sd-api-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt