I'm sorry, there is an extra tab that I never noticed which contains all of them. I edited the post to reflect that, though I don't want to delete since my general sentiment about the NSFW situation is the same.
Perhaps, to prevent more people getting confused, find out why the main My Library page is not reflecting all owned games anymore?
Thank you though for the answer and I hope a better solution to this situation can be found soon.