An automated seed packet handling machine is provided for use on research plot seed planters. The seed packet handling machine includes a tray for holding a box containing seed packets. A first actuator has suction cups for lifting a single seed packet out of the box and moving the seed packet to a cutter mechanism for cutting off a top portion of the seed packet. A second actuator has suction cups for holding the seed packet after the top portion has been cut off, and for flipping the seed packet upside down to dump seeds from the packet into a seed chute. A computer controller controls the sequence of operations of the first actuator, the cutter mechanism, and the second actuator. An RFID reader is provided to read RFID tags on the seed packets to keep track of where each seed packet is planted in the research field.