The self hosted calendar solutions have rubbish web apps, unfortunately. I'm pretty sure Radicale still doesn't let you search your entire calendar for entries.

Obviously most calendar apps on desktop and your phone will have that feature, but that's not exactly useful when you're on a device you don't manage and just wanna check your calendar real quick.