I'd just get those felt bumper things at the hardware store and stick them on each corner. They are round like the size if a quarter and you'll have extra in the pack to replace when those wear off. They are typically used for chair legs to even them out or prevent scratching. They have felt or a rubber type kind.
SAHM to my spunky boy
born 1/2010 and sweet new boy born 11/2012