The present invention relates to a packaging machinery, in particular to an automatic winding label device, which comprises a winding label mold core, a label feeding mold, a forming mold, wherein the label feeding mold is provided with a guiding groove and a mold core hole, and is provided with two label feeding devices at the two sides, one of the label feeding device is corresponding to at least two rows of mould holes which are parallel aligned; the relative position of each mold core is fixed; the guiding groove corresponding the inside mold core hole is a chute slantways arranged on the label feeding mold. The present invention provides automatic winding label device which has a simple structure, can execute label feeding synchronously to at least two rows of mold cores with a high efficiency. The present invention solves the technical problem of the prior art that the label feeding of the inner row of mold core is hard, the molds are needed to be aligned after label feeding operation, and the procedure is complicated.