Earth's shadow is red in color at the edges because of the same reason a sunset is red. When sunlight goes past the earth, the colors other than red are removed from the spectrum. During a lunar eclipse, this light is bounced back to the moon.  Due to this, we see a red moon or a blood moon.
Yes, there is a real red moon.