These days the best-of-breed are all web-based, which is fine by me since it's web-based content I'm reading, anyway.

I personally run tt-rss and I quite like it precisely because it's light, fast, has good keyboard shortcuts, and has a solid Android app.

I used to use Feedly and it's also an excellent option if you're not into hosting your own infrastructure.