# APImage MCP for AI Agents AI Agent Connect > APImage MCP connects your AI agent to one of the world's largest press image archives and generative AI models. It lets you create, edit, and license high-quality editorial photography and custom visuals directly from your AI client. You can generate images from text, remove backgrounds, upscale resolutions, and manage your generation history in one place. ## Overview - **Category:** design-creative - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_RJEWnFmDKcodIpmLMxAAGEQLzqd86pPOUdkgpKc1/ai-agent-connect - **Tags:** generative-ai, background-removal, image-editing, text-to-image, media-assets, upscaling ## Description Imagine you're in the middle of a design sprint and need a specific visual. Instead of switching tabs to find stock photos or wrestling with different image generation tools, you just tell your AI agent what you need. APImage handles the heavy lifting by connecting your agent to a massive archive of press images and a suite of high-end generative models. You can ask for a specific style, and it'll handle the prompt engineering to get you the best result. If the image isn't quite right, you can ask to swap the background or upscale the resolution without leaving your chat. It's like having a professional photo editor and a massive stock library living inside your workspace. Because Vinkius hosts this Connector, you get this capability added to your existing setup instantly. You're not just generating random pixels; you're accessing a professional-grade pipeline for marketing assets, concept art, and editorial content. ## Tools ### generate_image Creates a new visual from a text prompt using your choice of models. You can specify the model to get the exact style you need. ### get_generation Pulls up specific details and download links for a past image. It makes it easy to manage a large library of assets. ### image_to_image Transforms an existing photo into a new style while keeping the original layout. This is great for keeping consistent compositions. ### inpaint_image Fills in specific parts of an image with new content based on your instructions. This is perfect for fixing small errors in a generated picture. ### list_generations Lets you look back at every image you've ever created with this Connector. You can quickly find old prompts and download links. ### upscale_image Increases the size and clarity of an image by 2x or 4x. This makes your assets ready for large displays or print. ### enhance_prompt Turns a basic idea into a detailed description for better image results. It helps you get much higher quality visuals from your agent. ### remove_background Strips the background from a photo to give you a clean, transparent PNG. It saves you from using separate editing software. ### list_models Shows you which AI models are currently available for your projects. Use this to see what options you have for different styles. ### check_apimage_status Confirms that your account is connected and ready to go. Use this to troubleshoot your connection quickly. ## Prompt Examples **Prompt:** ``` I need a professional photo of a futuristic cafe for my website. Can you make one? ``` **Response:** ``` ### ☕ Futuristic Cafe Visual I've generated a high-quality image of a futuristic cafe for you. **Details:** * **Style:** Cyberpunk aesthetic with neon accents * **Lighting:** Soft blue and pink hues* **Resolution:** Standard [Link to Download Image](https://apimage.org/results/cafe_gen_9921.jpg) Would you like me to **upscale** this to 4x for a larger banner or **remove the background** for a transparent logo? ``` **Prompt:** ``` Can you take the background out of this product photo and give me a link to download the transparent version? ``` **Response:** ``` ### ✅ Background Removed I've processed that photo for you. The product is now on a transparent background. **File Info:** * **Format:** PNG * **Status:** Background removed successfully **Download Link:** [Click here to download your transparent product photo](https://apimage.org/results/bg_removed_4821.png) Would you like me to place it on a new background or **upscale** the image? ``` **Prompt:** ``` Make the prompt 'a cozy cabin' much more detailed so the AI gives me a realistic result. ``` **Response:** ``` ### ✨ Enhanced Prompt Here is a much more detailed description to get you a high-quality result: > "A cozy log cabin nestled in a snowy pine forest at twilight. Warm orange light glows from the windows, smoke curls from the chimney, and a small stone fire pit sits in the foreground. Photorealistic, 8k, cinematic lighting." Would you like me to **generate an image** using this new prompt now? ``` ## Capabilities ### Generate images from text Create unique visuals based on any written description using multiple models. ### Remove image backgrounds Strip away backgrounds from photos to produce clean, transparent PNG files. ### Upscale image resolution Increase the size and clarity of your images by 2x or 4x. ### Expand simple prompts Turn short ideas into detailed visual descriptions for better results. ### Fill in masked areas Use inpainting to add or change specific parts of an image with new content. ### Select specific models Browse available AI models to choose the best one for your specific task. ### Review generation history Access a full list of your previously created images and their details. ## Use Cases ### Creating unique hero images A designer needs a specific visual for a landing page but stock sites are too expensive. They ask the agent to create a unique, high-quality visual using a specific model. ### Cleaning up product photos A marketer has a series of product photos with messy backgrounds. They send the URLs to their agent to strip the backgrounds and get clean assets for their site. ### Boosting resolution for print A user generates a great image that is too small for a presentation. They ask the agent to boost the resolution to 4x while keeping the details sharp. ### Stylizing existing sketches A concept artist has a rough sketch and needs a polished look. They use the image to image tool to transform the sketch into a photorealistic scene. ## Benefits - Get production-ready assets faster by creating custom visuals on demand without leaving your workspace. - Save hours of manual editing with the background removal tool for instant transparent PNGs. - Improve visual quality with the upscaling tool to reach 4x resolution for print or high-end web use. - Get better results from your agent by using the prompt enhancement tool to refine your initial ideas into detailed scenes. - Keep your project organized by using the history tool to track every image, prompt, and URL you've ever created. - Choose the right tech for the job by browsing available models to see which ones fit your specific aesthetic needs. ## How It Works The bottom line is you get a professional image production suite inside your AI client. 1. Subscribe to the APImage MCP on Vinkius. 2. Enter your API key from your APImage account settings. 3. Start asking your agent to create, edit, or upscale images. ## Frequently Asked Questions **Can I use APImage MCP to generate images for my business?** Yes, you can use it to create custom visuals for marketing, social media, and web design. It gives you a professional way to generate unique assets on demand. **How do I remove backgrounds from photos using APImage MCP?** Just provide the image to your agent and ask it to remove the background. It will return a transparent PNG file ready for your design work. **Does APImage MCP support high-resolution image upscaling?** Yes, it can increase your image resolution by 2x or 4x. This is perfect for making small images suitable for print or large displays. **Can APImage MCP help me find professional press photos?** It connects you to a massive archive of press images, allowing your agent to help you find and license professional editorial photography. **How do I see my previous image generations with APImage MCP?** Your agent can pull up a full history of everything you've created. You can easily find old prompts and download links for past projects. **Can I use APImage MCP to edit images I already have?** Yes, you can use it to remove backgrounds, upscale existing photos, or use image-to-image tools to transform the style of your current images. **Which AI image models are available?** Use the `list_models` tool to see all supported models. Current options include Flux 1 Dev, Flux 1 Schnell, Stable Diffusion XL, and DALL-E 3. Each model has different strengths for various visual styles. **Can my AI upscale an image and remove its background in one session?** Yes. Use `upscale_image` first to increase resolution, then `remove_background` on the result. Both tools accept image URLs, so you can chain operations seamlessly. **How does inpainting work?** The `inpaint_image` tool requires three inputs: the source image URL, a mask image URL (white areas = regions to fill), and a text prompt describing what to generate in those areas. The AI fills the masked regions while preserving the rest of the image.