A portable modular horizontal earth boring machine includes three main components: a digging mechanism, a discharge mechanism and a driving mechanism. The digging mechanism includes an auger and a rigid sleeve positioned around the auger. The driving mechanism and the discharge mechanism are positioned within an outer housing. The driving mechanism spins the drive shaft and the auger, and the discharge mechanism includes discharge paddles that rotate, causing dirt and debris that is generated during a boring operation to be expelled from the discharge mechanism through a discharge port. The auger and sleeve are removably connected to the machine, so that it may be disassembled for transport and storage.