That’s because the website is different now.
In my app dashboard on the Facebook developer page I clicked “Settings”, then “Add Platform”. After selecting “website” I added its URL in the new apposite box, then in the “App Domains” box I entered the URL without “http://www”.
Fine, that worked for me! Now I’ve got the options to connect a Facebook account in the profile settings.