The invention relates to an automatic winding machine for a stamping material tape, and an operation method thereof. The automatic winding machine for the stamping material tape comprises a buffer tower, a material tape feeding mechanism, a cutting mechanism, a rotary disc winding mechanism, a driven disc mechanism, an adhesive dispensing mechanism, a shearing mechanism, a paper tape feeding mechanism, an adhesive tape pasting mechanism, a manipulator carrying mechanism, a labeling mechanism and an appearance sampling mechanism, wherein the material tape passes through the buffer tower and the material tape feeding mechanism and then enters the rotary disc winding mechanism, the paper tape feeding mechanism feeds a paper tape into the rotary disc winding mechanism, the rotary disc winding mechanism winds the material tape and the paper tape together on a paper disc, the adhesive dispensing mechanism dispenses adhesive on the paper tape, the cutting mechanism cuts off the material tape, the shearing mechanism shears off the paper tape, and the driven disc mechanism sucks the paper disc; and the adhesive tape pasting mechanism pasts an adhesive tape to the paper disc, the manipulator carrying mechanism is used for loading and unloading for the paper disc, the labeling mechanism pasts a label to the paper disc, and the appearance sampling mechanism samples the material tape. The automatic winding machine for the stamping material tape is high in automation degree, and the material receiving efficiency, precision and stability are improved.