An Kum Ae [Simplified Chinese:安琴爱][Korean:안금애](born 3 June 1980) is a North Korean judoka.
She won a bronze medal in the half-lightweight category (52 kg) at the 2005 World Judo Championships, having defeated Lyudmila Bogdanova of Russia in the bronze medal match.
She won the gold medal in the same weight category at the 2006 Asian Games, having defeated Mönkhbaataryn Bundmaa of Mongolia in the final match.
In the 2008 Summer Olympics, she won the silver medal in her weight class after the Chinese Xian Dongmei, who won the gold medal.
She currently resides in the North Korean capital city Pyongyang.