The point on the curve can be placed and moved just clicking on the image. Before this you have to choose one of the curves with the right mouse button (you can do it with the left one, but then there will be put a new point). The active curve is circled with the frame. Pressing Shift+Ctrl(Cmd) you can put three points on RGB curves at once.