Fastmail’s calendar does exactly this - infinite continuous scroll - and I love it. I also find it constricting when I use another calendar (Google Calendar, for instance) that paginates by month.

Edit: An image of the Fastmail calendar: https://www.fastmail.com/images/features/cal-1.png