Feedly allows you to browse through RSS feeds. You can jump through headlines and then read the articles you want. You can also send articles to your phone if using a different surface, so you can read easier.
You can sign-in to get access to your subscriptions. When that happens, you can mark articles as read, save them for later, or subscribe to new feeds in a conversational interface.