Here’s another word that does not have a plural in English. ‘Furniture’ means ‘Möbel’. If you want to say ‘Möbelstück’ (a single item of furniture), then you have to call it ‘a piece of furniture’.
He bought some new furniture yesterday.
She only had enough money for one piece of furniture and so she bought a bed.
We need a few bits of furniture for our new apartment.