Aard 2 - translator that takes you to wikidictionary
andOTP - offline OTP with easy option to encrypt your backup with your PGP key
AnyMemo - very nice flashcard app. Creating your own (with Tatoeba for example) is very easy
Carnet - simple notes app
FairMail - great mail app. IMO better than K-9
Feeder - RSS watcher
Ghost Commander - file manager. UI is a little bit clunky but much better than enything else
KeePassDX - password manager
Librera Reader - IMO the best PDF/epub/mobi reader there is
monocles translator - nice translator similar to DeepL
NewPipe - youtube and bandcamp
Ning - local network scanner
OCR
Odyssey Music Player
OpenCamera
OpenKeychain - PGP
OsmAnd~ - navigation and maps in general
CV Project - Mozilla projecton capturing voice recordings
QKSMS - for sms
RCX - cloud client
Shelter - the "work profile" manager
Simple Calendar - calendar with very nice widgets
Sky Map - you can point your phone in the direction of a star and see it annotated
Weather Widget - for the weather
WebMediaShare/WebApps - discontinued unfortunately, but it's great at appifying an URL, so you don't have to use official app
I use more, but these are the ones I think might be most interesting to others. I don't know if all of these are absolutely 100% open source (and that depends on definition) but all of these are in F-droid.