Hydrogen vs. Battery Electric Cars

Why do they have to have different fuel stations? We have petrol and diesel pump stations right now. Why not just add hydrogen capabilities to the supercharger stations? And while we are at it, why not add a few batteries to FCEV cars to increase their range and even act as a backup in case the hydrogen runs out? Or is that already a thing?