I haven't had any trouble with it on laminate or finished MDF surfaces. I have some mini PCs, docks and network gear mounted under desks with it.
The main thing is to not use too much. A 1l pc would only need 4 small pieces. Pry from the edge to separate the sides at an angle - tilted removal is easier than trying to pull straight apart.
