Yes it is, use a 4" foam roller (concave ended ones are the best) and then lightly back roll with just the weight of the roller on it to pop any bubbles. See Gosforth handyman video on how to paint MDF for the technique.
Also warm your paint in a bucket of hot water before applying, this will...