Upscale, Resize, and Transform Images Inside Claude and Cursor with MCP — No Code Required

Low-Res Images, High-Res Problems You're reviewing a pull request and notice the product images are 300x300. The design spec says 1200x1200. The originals are gone — the supplier sent what they sent, and nobody kept higher-resolution versions. You could download the images, run them through a Python upscaling script, install the dependencies, wait for the model to process, and re-upload. Or you could ask your AI assistant to do it in one sentence. MCP makes this possible. The Model Context Protocol lets AI assistants like Claude Desktop and Cursor call external APIs as tools. Connect the Image Transformation API as an MCP server, and your assistant can upscale, resize, crop, and convert images directly from a conversation. Describe what you need, it calls the API, you get the result. No scripts. No dependencies. No context switching. What MCP Is Model Context Protocol is an open standard that gives AI assistants the ability to discover and call external services. Think of it as a plugi