Dust won't scratch unless someone or something rubs it. Put a piece of Saran wrap over it if you must. LCDs should be dusted very lightly with a dusting cloth such as a Swiffer.
They used to make plastic and fabric covers that would slip over an entire printer. Otherwise, get some microfiber and make yourself a cover for that little LCD - just three sides to stitch.