There are LED modules/lights which incorporate LEDs and current-limiting components and can operate from an AC or DC supply, but a naked LED on its own requires DC.
Much to Alec_t's point, there are those Red/Green LEDs which is one assembly with two die. With one polarity you get Red and the other polarity you get Green, so if you drive it with AC current, you have a yellow AC LED.