An apparatus for automating the process of bunching straw in a farming operation is disclosed. The straw buncher is a towable implement that includes one or more rakes mounted on a rotatable axle. The rakes gather straw. Rotation of the rake assembly is prevented by a stop mechanism that holds a rake in position using a resistive force until sufficient straw has gathered in front of the rake and the drag created by the straw overcomes the resistive force. At this point the rake begins to rotate, a cam on the rake assembly engages a drive system that turns the rake assembly until the next rake is in position. The implement works automatically and does not require monitoring by an operator to have straw bunches of a desired size be formed.