That's the ticket--thank you both, I had actually looked at that dialog in Preferences earlier, wondering if there was a way to set what reading app would open, and I overlooked it.

Doing this seems like a more efficient way to run Calibre locally to manage books and pop it open on your preferred reader (as opposed to running the OPDS server and trying to access it locally).