Stability AI

Stability AI MCP Connector for Claude

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Connect your AI to Stability AI's powerful image generation models. Create, upscale, and edit high-quality images directly and efficiently.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Integrate the industry-leading generative visual capabilities of Stability AI seamlessly into your conversational LLM workflows. Empower your creative and design teams to rapidly generate photorealistic drafts, upscale low-resolution assets, or systematically remove backgrounds from product photography without relying on external design software. Connect your API securely to your local configuration, interact naturally via conversation to iterate on images, and streamline your entire design pipeline effortlessly.

What you can do

  • Core Image Generation — Synthesize net-new images from detailed text prompts and visual parameters invoking generate_image, utilizing state-of-the-art diffusion models.
  • Image Upscaling & Enhancement — Resolve low-resolution graphics mathematically, increasing dimensions while retaining structural fidelity using upscale_image.
  • Precision Editing — Eradicate complex subject backgrounds instantly from product portraits securely and cleanly invoking remove_background.
  • Inpainting & Masking — Surgically replace isolated regions within a graphic layout, maintaining exact consistency mathematically utilizing inpaint_image.

How it works

  1. Establish the Stability AI MCP connector reliably on your active AI system.
  2. In the MCP settings, securely attach your official API Key, effectively binding operations locally.
  3. Prompt your agent objectively: "Generate a 1024x1024 photorealistic mockup focusing on a modern smart home device, then cleanly remove the background."

Who is this for?

  • Digital Marketing Agencies — Automate iterative campaign graphic creation rapidly, testing diverse ad variations procedurally directly via the terminal.
  • E-Commerce Managers — Sanitize product photography backgrounds systematically, standardizing catalog appearances objectively in bulk.
  • Creative Operations Leaders — Expedite concept-art workflows seamlessly converting initial rough sketches to high-resolution presentations for stakeholders.
generative-artimage-generationupscalingbackground-removalvisual-mediacomputer-vision

10 tools expose this connector's capabilities to your AI agent.

generate_core_v2

Optimized for speed and quality. Generate an image using the Stable Image Core model

generate_sd35

Choose from "sd3.5-large", "sd3.5-large-turbo", or "sd3.5-medium". Generate an image using Stable Diffusion 3.5

generate_ultra_v2

Best for final production assets. Generate a high-end photorealistic image

get_credit_balance

Retrieves your current Stability AI credit balance

image_to_image_v1

Requires engine_id and prompt. Transform an existing image based on a text prompt

inpaint_image

Edits specific regions of an image based on a prompt

list_engines

These IDs are required for v1 generation tools. List all available image generation engines on Stability AI

remove_background

Removes the background from an image

text_to_image_v1

Provide engine_id, prompt, width, and height. Width/Height must be multiples of 64. Generate an image from a text prompt using v1 engines

upscale_image

Provide a guidance prompt to help the model maintain quality. Increases image resolution while preserving detail

See how to talk to your AI agent using Stability AI.

Generate a wide format concept visual depicting a sleek, futuristic electric bike stationed alongside a minimalist architectural wall structure.

Formatting inputs processing core parameters executing the request systematically through the established model engine... - **Processing Protocol**: Core Generation (`generate_image`) - **Render Resultant Instance**: [Image Received via API Data Successfully Base64] Do you wish to iterate computationally adjusting resolution density with `upscale_image`, or are requirements sufficiently fulfilled?

Upscale this low-resolution image of a landscape without losing structural fidelity.

Command processed. Executing `upscale_image` logic... Done. Resolution enhanced successfully.

Remove the background from this product photography.

Executing `remove_background` routine... Done. Background eradicated cleanly.

Stability AI’s underlying architecture transmits the resultant graphical files returning strictly formatted Base64 encoded outputs or structured CDN links. Assuming your interface possesses multimodal capability, it is logically capable of assessing graphic properties accurately post generation.

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