FreshRSS is lightweight, easy to work with, powerful, and customizable.
FreshRSS is a self-hosted RSS and Atom feed aggregator.
In my experience, it has been great for staying updated on news and managing a significant portion of my social media, including video sharing platforms like PeerTube, Odysee etc :-)
Check it out at https://www.freshrss.org/
You write search filters and if an article matches those filters, they get marked as read automatically.
There are also «filters» as in «saved queries» (I really think they should be called «views» though): you can enter some keywords, feeds, filter out read/unread, favorite articles etc., choose the sorting and save everything as a saved query, so you can return to that with one click without setting all of that up again everyday. For example: show favorite articles that are marked as read in past month, sorted by date, from «Music» category (you can name that «Fresh good tracks»).
Saved queries is a web interface thing I guess, I have no idea if mobile apps implement that.