Liferea

★★★★☆

A nice, lightweight feed reader for Linux that does the basics: lets you subscribe to RSS and Atom feeds and read the new posts when you feel like it. Does its job, doesn’t hog resources, and stays out of the way.

Downsides: Doesn’t sync your subscriptions and read/unread status with anything. If you need that, I recommend NewsFlash.