A harmonic gear drive includes: a rigid spline; a flexspline including an attachment portion, teeth, and a thin-walled flexible portion provided between the attachment portion and the teeth; and a member attached to the thin-walled flexible portion. The member is made of a material whose elastic modulus is lower than that of the flexspline.