Generates Open Graph preview images programmatically, which is handy when you need social media cards but don't want to fire up a design tool every time. It connects to the ogforge-api service and lets you create OG images by selecting from predefined themes and adding Lucide icons for visual flair. You'd reach for this when building content management systems, blog platforms, or any app that publishes shareable links and needs automatic preview image generation. The stdio transport means it runs locally alongside Claude, so you can generate these images conversationally without switching to external tools or manually configuring image templates.