Stability AI
The Stability AI MCP server gives AI agents access to Stability's image generation and editing models. Agents can generate images from prompts including Stable Diffusion 3.5, remove or replace backgrounds, outpaint, search-and-replace or recolor objects, upscale to 4K, and guide generation with sketch, style, and structure controls.
Tools
control-sketch
Translate a hand-drawn sketch into a finished image.
control-structure
Generate an image preserving a reference's structure.
control-style
Generate an image in the style of a reference image.
generate-image
Generate a high-quality image from a descriptive text prompt.
generate-image-sd35
Generate an image using Stable Diffusion 3.5 models.
outpaint
Extend an image in any direction while staying consistent.
remove-background
Remove the background from a provided source image.
replace-background-and-relight
Replace an image's background and relight the subject.
search-and-recolor
Search for and recolor specific objects in an image.
search-and-replace
Replace an object in an image by describing the change.
upscale-creative
Creatively enhance an image's resolution up to 4K.
upscale-fast
Enhance an image's resolution quickly by four times.