# anime-diffusion-mcp

> anime-diffusion-mcp — gabrielalmir-anime-diffusion-mcp. Use this tool when you need to optimize and manage Stable Diffusion XL based models for image generation tasks, such as prompt validation and img2img processing. It provides a FastMCP server with features like checkpoint and LoRA management, and works with models like Animagine XL 4.0. Ideal for use cases requiring efficient image generation and model optimization, with inputs including prompts and images, and outputs including generated images and model explanations.

Canonical page: https://skillsregistry.net/skills/gabrielalmir-anime-diffusion-mcp  
JSON: https://api.skillsregistry.net/v1/skills/gabrielalmir-anime-diffusion-mcp

## Description

FastMCP server for the Animagine XL 4.0 image generation experience, providing prompt validation, optimization, explanation, img2img, and checkpoint/LoRA management tools. Works for any Stable Diffusion XL based model.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/gabrielalmir/anime-diffusion-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": "gabrielalmir-anime-diffusion-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gabrielalmir-anime-diffusion-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gabrielalmir-anime-diffusion-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