The invention relates to a system for the automatic manufacture of wind turbine blades using die halves (2,3) wherein by applying dry fiber mats, two complementary shells are molded whereby the attachment thereof will result in the blade to be obtained, head-bearing means (5,6) being arranged with respect to the die halves (2,3), said means being susceptible to selectively having demolding agent, paint, adhesive application accessories or a machining accessory, and head-bearing means (13) having a functional assembly capable of applying the dry fiber mats in the die halves (2,3).