SD WebUI MCP Server

Example Use Cases

• 1

  Generate images from natural language prompts using a user's local Stable Diffusion WebUI.

• 2

  Edit or inpaint existing images via text-guided image-to-image operations using local GPU resources.

• 3

  List and switch installed Stable Diffusion models, query available samplers, and check connection status to the local WebUI.

Description

This MCP server bridges Claude Desktop and a locally running Stable Diffusion WebUI, enabling text-to-image generation, image-to-image edits, model switching, and sampler control directly from conversations. It uses your local GPU and WebUI API to run jobs, returns base64 thumbnails for inline viewing, and stores outputs to a configurable folder. The project is privacy-focused (all processing happens locally) and optimized with defaults for SDXL 1024×1024 generation.