Basidiomycetous yeast Mrakia gelida MGH-2 has been reported from Surikogi Ike in the Skarvsnes ice-free area, East Antarctica. Here, we report on the high-quality genome sequence of the Mrakia gelida MGH-2 strain analyzed by PacBio Sequel and HiSeq 2500 instruments.