Silkworms like the White Mulberry _Morus alba_, but they will eat others, such as the black _Morus nigra_ too. Usually nurseries sell the non-fruiting varieties of the black mulberry, because the fruit stains anything it drops onto.
Raintree Nursery carries a good selection if you want to mail order them.