I bought Onyx Boox, that runs Android 6, and that means I can read pdf, login to Kindle, Play Books, e.t.c.

For pdf's I usually just use SyncThing (but I don't have bookmarks there), for the rest I use the various apps. I am considering trying out Mendeley again, that is geared more towards researchers, but works cross-platform :-)