The invention discloses an automatic feeding thread rolling mechanism, and relates to the field of thread machining. For the problems that an existing thread rolling mechanism needs more manual participation in the machining process, the danger coefficient in the machining process is high, the machining efficiency is low, a rolling plate is directly exposed outside, metal chippings and dust generated in the thread rolling process directly make contact with workers, and the working environment quality is low, the following scheme is proposed. The automatic feeding thread rolling mechanism comprises a base, an automatic feeding device and an auxiliary machining device, a shell is fixedly installed at the top of the base, a transverse guide plate is fixed to the inner wall of the right side of the shell, the automatic feeding device comprises a control support, and the control support comprises transverse plates arranged on the upper layer and the lower layer. According to the automatic feeding thread rolling mechanism, automatic feeding can be ingeniously achieved by controlling the left-right back-and-forth movement of the support, the left-right movement of a movable rolling plate and the automatic feeding process are linked, the machining efficiency is improved, the machining process is conducted in a box body, workers can be prevented from making contact with metal scraps and dust, and the working quality of the workers is improved.