I have used 0000 steel wool and CocaCola soda for removing rust from chrome car parts. It works well but you shouldn’t do it on any chrome part that has had any coating applied to it, as that will obviously damage the coating.
The steel wool does leave scratches, but theyre so small that theyre not noticeable.