If you run a cron job that turns your feed items into emails[1], you can use your regular IMAP client on any platform. I prefer it over both web clients and native feed readers.

[1] There are a bunch of tools that can do this, but I'm going to give a totally unbiased recommendation for https://github.com/zsau/feedmail/