The Dremel drill press will not accept the 8050 mini tool and I don't think Dremel makes a adapter for this. This one might work for you.
It might need some modification to fit your equipment. Apply some epoxy to the joint between thread shaft and the body. It is very thin.Put the adapter on the tool and hold it with rubber band while you insert the tool into the drill press, then tighten the screw on the drill press.