I use the diode test function on my digital meter.
Red probe connects to anode and display reads forward voltage, also lights the LED.
I just tried the continuity function. It did light the LED (red probe to anode). The display read OL and there was no beep. So still useful to identity which lead is which but more info from using the diode test function.