I'd suggest just leaving it as-is , and perhaps a light coating of furniture wax (buff it to remove excess wax , if you wanna) as needed , to help keep the 'rust' at bay .
Sure wouldn't polish the metal (down to bare) to make it shine , though ... patina is our friend !