Orexigenic – /o•rek•sĭ•jen•ik/– n
that stimulates appetite for food; of or relating to the stimulation of appetite for food
Note: Strictly speaking, I think it’s referring to an hormone or compound that does the stimulating. Like the urban legend of MSG. But wouldn’t it be more awesome if it was something like Shokugeki no Soma?