The enterobacterium genus Kluyvera is widely distributed in the environment and a rare source of infection in humans. Kluyvera sp. strain CRP was isolated from feces of a healthy, captive Chinese red panda (Ailurus fulgens), and its complete genome (5,157,963 bp, 54.80% GC content) was established through hybrid assembly.