Whether you are bookmarking or "saving for later" there is surely no way to avoid having to "Save" the individual articles.

(Not sure why you got a downvote).

I'm not sure I understand what you want if Bookmarking isn't enough.

A separate folder for bookmarks, with clear labels, seems ideal. There are other services that will save the page, and thumbnail it, etc.