The invention discloses an automatic assembly production line for elevator brake calipers. The automatic assembly production line comprises a carrying disc conveying device, a brake plate storage mechanism, a brake plate carrying disc feeding mechanism, a disc spring automatic combination mechanism, a first disc spring height measurement mechanism, a shell feeding and shell size automatic measurement mechanism, an adjusting gasket and space ring supply mechanism, a second disc spring height measuring mechanism and a manual final assembly station, wherein the brake plate storage mechanism, the brake plate carrying disc feeding mechanism, the disc spring automatic combination mechanism, the first disc spring height measurement mechanism, the shell feeding and shell size automatic measurement mechanism, the adjusting gasket and space ring supply mechanism, the second disc spring height measuring mechanism and the manual final assembly station are sequentially arranged in the conveying direction of the carrying disc conveying device. According to the automatic assembly production line, the automatic assembly production of the elevator brake calipers is realized, the product circulation process is automatically carried out, manual operation and circulation are not wasted, and the labor force is greatly saved; and the thickness measurement of disc springs, space rings and adjusting gaskets adopts automatic measurement, so that the measurement precision is high, and the installation precision of final products is ensured.