A magnetic polishing machine uses a magnetic field to drive a magnetic abrasive to rotate at high speed, precisely deburring, chamfering, smoothing, and polishing workpiece surfaces. It is suitable for surface treatment of complex metal parts and is highly efficient, environmentally friendly, and damage-free.