# Stability AI MCP for AI Agents AI Agent Connect > Stability AI MCP lets your agent generate, edit, and upscale images using Stable Diffusion models. It handles text-to-image prompts, image-to-image modifications, and precise inpainting via masks. You can also manage your account balance and list available engines directly through your AI client. ## Overview - **Category:** ai-frontier - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_uQMkWs7uk1lhgNyrPl74Duqqa16wDIRa3TEHUazR/ai-agent-connect - **Tags:** stable-diffusion, image-generation, ai-art, upscaling, inpainting ## Description Imagine you're in the middle of a design project and need a specific visual to see if a concept works. Instead of switching tabs to a web browser, logging in, and fiddling with sliders, you just tell your AI agent what you're looking for. This Connector connects your agent to Stability AI, making it your personal visual production house. You can describe a scene from scratch or give the agent an existing photo to transform. If a specific part of an image looks wrong, you just tell the agent to fix that area, and it handles the replacement and regeneration for you. It even handles the heavy lifting of making low-res images crisp and clear. Because it's hosted on Vinkius, you get a clean way to manage your API keys and credits without the friction of manual setup. It turns your chat interface into a full-scale studio where you can prototype, iterate, and finalize assets in one place. You don't have to worry about the technicalities of prompt engineering or choosing the right model every single time. You just talk to your agent, and it handles the heavy lifting of communicating with the Stable Diffusion engines. Whether you're looking for a photorealistic landscape or a stylized character, you can get it done in a single conversation. It removes the friction between your ideas and the final image, letting you stay in your creative flow without the constant context switching. ## Tools ### get_user_account This tool pulls your current account info so the agent knows who is making the request. It helps keep your session organized and secure. ### text_to_image This turns a written description into a base64 image for you to see instantly. You can use it to generate variety and explore new concepts quickly. ### upscale_image This boosts the pixel count of a low-quality image to make it production-ready. Use it to turn small thumbnails into large, crisp visuals. ### list_engines This shows every available model so you can pick the right one for the job. You can see which engines are currently live and ready to use. ### masking This lets the agent target specific pixels for editing without ruining the rest of the image. It's perfect for fixing small details or swapping out objects. ### get_user_balance This displays your remaining credits so you don't run out of juice mid-project. It helps you manage your budget without leaving your chat. ### image_to_image This takes a starting photo and applies a new style or prompt to it. It's a great way to transform a sketch into a finished piece. ## Prompt Examples **Prompt:** ``` Create a high-res photo of a futuristic greenhouse with glowing plants. ``` **Response:** ``` I've generated that for you. Here is a high-resolution photo of a futuristic greenhouse with glowing plants. [Image Data: base64_encoded_artifact] ``` **Prompt:** ``` Check my credits and show me what models I can use. ``` **Response:** ``` You have **145.5 credits** remaining. You can use several engines, including: * **Stable Diffusion XL** * **ESRGAN** (for upscaling) * **Stable Diffusion v1.6** ``` **Prompt:** ``` Take this photo of my room and change the wall color to deep blue. ``` **Response:** ``` I've applied that change to your photo. The walls are now a deep blue while keeping the rest of your room's furniture intact. ``` ## Capabilities ### Create images from text Turn written descriptions into high-quality visual assets. ### Modify existing photos Change the style or content of an image based on a new prompt. ### Fix specific image areas Use masking to replace or repair parts of a visual without changing everything else. ### Increase image resolution Use specialized engines to make small images larger and sharper. ### Check credit balance See how many generation credits you have left in your account. ### View available engines See which specific models are currently ready for use. ### Fetch account details Get your specific account information in one go. ## Use Cases ### Concept Art Generation A designer asks for a cyberpunk cafe in the rain and gets four options to pick from instantly. ### Product Mockups A creator takes a photo of a blank bottle and uses masking to place a label on it without editing the background. ### Asset Scaling A developer takes a small thumbnail and uses upscale_image to create a full-screen hero banner for a website. ### Style Transfer A user provides a rough sketch and uses image_to_image to turn it into a realistic oil painting. ## Benefits - Skip the browser: You no longer have to navigate complex web UIs to generate images. - Faster iterations: Use image_to_image to tweak concepts in seconds rather than starting from scratch. - Precise editing: Use masking to fix small details without regenerating the entire visual. - Better quality: Use upscale_image to turn rough drafts into high-resolution assets for print or web. - Stay informed: Keep track of your credits with get_user_balance so you don't hit limits unexpectedly. - Model variety: Quickly see what's available with list_engines to choose the best style for your project. ## How It Works The bottom line is you get a direct line from your chat box to a professional image generation studio. 1. Subscribe to the Stability AI MCP on Vinkius and grab your API key from the Stability AI dashboard. 2. Paste your API key into your AI client's configuration settings. 3. Ask your agent to generate, edit, or upscale images using your natural language. ## Frequently Asked Questions **Can I use the Stability AI MCP to create images from scratch?** Yes, you can use it to generate images from text prompts. Just describe what you want to see, and the agent will produce the visual for you. **Does the Stability AI MCP support upscaling?** It does. You can use it to increase the resolution and detail of existing images to make them production-ready. **How do I fix a specific part of an image with the Stability AI MCP?** You can use the masking capability. Tell your agent which part of the image needs to change, and it will replace just that area. **Can I check my account balance using the Stability AI MCP?** Yes, the agent can check your current credits and account details directly so you always know your remaining balance. **Does the Stability AI MCP work with my current AI client?** It works with any MCP-compatible client like Claude, Cursor, or Windsurf. You just need to connect it through Vinkius. **What kind of images can I make with the Stability AI MCP?** You can create anything from realistic photos and 3D renders to abstract art and stylized illustrations using the Stable Diffusion engines. **How can I check how many credits I have left for image generation?** You can use the `get_user_balance` tool. The agent will query the Stability AI API and return your current credit balance immediately. **Can I improve the quality of a low-resolution image?** Yes! Use the `upscale_image` tool. Provide the base64 encoded image and specify an upscaling engine like `esrgan-v1-x2plus` to increase resolution and detail. **How do I know which models (engines) are available for me to use?** Simply run the `list_engines` tool. It will retrieve a complete list of all active Stability AI engines, including Stable Diffusion XL and specialized editing models.