Just imagine if you could “host” your own tasks, similar to email on your own domain. Then you could easily switch between services as it suited you.

Sadly, it won’t happen. As it is, I believe the email standard being open is a fluke and luck. If it were invented a few years later, one company would likely own it. Same with podcasts being distributed via RSS. It’s a happy accident.