# Kraken.io MCP for AI Agents AI Agent Connect > Kraken.io lets your AI agent handle image processing automatically. It handles resizing, compression, and format conversion for web assets using URLs or base64 uploads. It's built to shave off load times and keep your storage costs down without manual intervention. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_4PCbwhJpr3p0TRIykT0G9hcTe8xHTGxUzKgdFPJO/ai-agent-connect - **Tags:** image-optimization, image-compression, image-resizing, web-performance, kraken-io ## Description Imagine you're building a site and need every image to be web-ready. Instead of manually running every file through a compressor, you just tell your agent to handle it. This Connector connects your agent to Kraken.io, meaning you can feed it a link or a raw image file and get back a production-ready asset instantly. It handles the heavy lifting of figuring out the right dimensions and compression levels so your site stays fast. Whether you're managing a massive content library or just need a quick thumbnail for a blog post, this integration makes image assets feel like a background task. It's one of the many specialized connectors you can find in the Vinkius catalog to make your agent actually useful for production work. You stop worrying about file sizes and start focusing on the actual content. ## Tools ### upload_image Uploads and optimizes a base64 encoded image. This is the best way to handle raw image data directly within your workflow. ### get_user_status Retrieves your current Kraken.io account status and remaining quota. Use this to monitor your plan usage and balance. ### optimize_url Takes an image URL and returns a compressed, resized version. It's the fastest way to optimize assets already hosted online. ## Prompt Examples **Prompt:** ``` Optimize this image URL: https://example.com/photo.jpg using lossy compression. ``` **Response:** ``` I've optimized the image. The original size was 1.2MB and the new size is 450KB (62% reduction). You can download it here: [URL] ``` **Prompt:** ``` Check my Kraken.io account status and remaining quota. ``` **Response:** ``` Your account is on the 'Micro' plan. You have used 150MB out of 500MB total quota, leaving you with 350MB remaining for this month. ``` **Prompt:** ``` Upload this base64 image as 'profile.png' and resize it to 200x200 using the 'exact' strategy. ``` **Response:** ``` The image has been uploaded, resized to 200x200, and optimized. The final file is ready at: [URL] ``` ## Capabilities ### Optimize images from a URL Get web-ready assets from links instantly. ### Process base64 image uploads Handle raw image data directly from your workflow. ### Resize images to specific dimensions Change aspect ratios and sizes automatically. ### Check account usage and quotas Monitor your plan limits and remaining balance. ### Test in dev mode Try out features without hitting your paid quota. ## Use Cases ### Fixing slow Core Web Vitals A dev asks the agent to optimize a list of 50 URLs to see how much weight they can shed using optimize_url. ### Batch thumbnailing A designer gives the agent a base64 string and asks for a 200x200 portrait crop using upload_image. ### Dynamic image resizing A content manager asks the agent to turn a landscape photo into a specific mobile-friendly aspect ratio. ### Quota monitoring An ops lead asks the agent to check how many megabytes are left in the monthly budget using get_user_status. ## Benefits - Faster page loads because optimize_url handles compression automatically for every asset. - Lower storage costs by letting your agent prune image sizes before they hit your bucket. - Consistent branding across your site since you can force specific dimensions with upload_image. - Zero manual work for content teams who can now just provide links for your agent to process. - Safe testing environments because you can use dev mode to check logic without spending credits. ## How It Works The bottom line is you get production-ready images without ever opening a photo editor. 1. Subscribe to the Kraken.io MCP on Vinkius. 2. Enter your Kraken.io API Key and API Secret. 3. Ask your agent to resize or compress any image link or file. ## Frequently Asked Questions **Can Kraken.io MCP help me speed up my website?** Yes, it optimizes images for faster loads by automatically compressing and resizing assets. **How does Kraken.io MCP handle image resizing?** It uses various strategies like portrait, landscape, or exact dimensions to ensure your images fit your layout perfectly. **Does Kraken.io MCP work with base64 images?** Yes, it can process base64 data directly, which is great for handling images from your local files or code. **Can I check my Kraken.io MCP limits?** Yes, you can ask your agent to check your current quota and account status anytime to stay on top of your usage. **Is Kraken.io MCP good for content managers?** It's perfect for content managers because it automates the boring stuff like resizing and optimizing every image you upload. **Does Kraken.io MCP support lossy compression?** Yes, it offers both lossy and lossless compression options so you can choose the best balance between quality and file size. **How can I check my remaining Kraken.io quota?** Use the `get_user_status` tool. It will return your plan name, total quota, used quota, and exactly how much remains in your account. **Can I resize an image while it's being optimized?** Yes! Both `optimize_url` and `upload_image` support a `resize` parameter. You can specify width, height, and a strategy like 'exact', 'portrait', or 'landscape'. **Is there a way to test the API without using my paid credits?** Yes, you can set the `dev` parameter to true in your optimization requests. This uses the API Sandbox, which returns randomized results and does not consume your quota.