The plague is a zoonotic disease caused by the bacterium Yersinia pestis. Here, we report the complete genome sequence of the Y. pestis strain INS, which was isolated from swollen lymph gland aspirate (bubo aspirate) of an infected patient from a pneumonic outbreak in 2010 in northern Peru.