A massage device includes a support, a grip or gripping means firmly attached to the support and capable of being grasped in order for a user to handle the massage device, and at least two massage members rotatably mounted on the support around respective axes of rotation. The two massage members each typically include a roller that extends along a main axis of elongation, and massage components configured to bear against a skin surface, the massage components including free ends that project outwardly relative to the roller and that are arranged along at least one helix around the main axis of elongation of the roller, the massage components being distributed around at least one turn of the helix, said helix including an irregularity relative to the roller.