electrostatics - Direction of electric dipole moment and magnetic dipole moment

For electric dipole: The direction of the dipole moment is from negative to positive charge, but that of the electrostatic field is from positive to negative. But in the case of magnetostatics, the magnetic field and dipole moment have the same direction. Isn't that a bit strange? Or am I missing something?