The stick removal mechanism for nut harvesting includes a frame having opposing side members and sprockets mounted on the side members. A roller chain is mounted on the sprockets on each side of the frame. A plurality of cross members having fingers extending therefrom is attached to and extends between the roller chains for travel therewith. A plurality of cross members and their chains define an endless conveyor belt. An adjustable agitator mechanism is installed upon each of the side members, which adjusts corresponding agitator sprockets to lift and agitate the respective roller chains. The stick removal mechanism is installed over the open top of a collector receptacle, e.g., a cart, so that debris is carried atop the conveyor and dropped behind the cart while nuts fall through the passages between the fingers and into the receptacle.