Leuconostoc gelidum KCTC 3527 is found mainly in vegetables and plays an important role in vegetable fermentation, including that of Korean traditional kimchi. Here we announce the draft genome sequence of Leuconostoc gelidum KCTC 3527, isolated from Korean traditional kimchi, and describe major findings from its annotation.