The cv-modifiers of the member functions correspond to the qualification of the hidden this parameter.
static functions have no this parameter. Therefore, they need no cv-qualifiers. So it was decided (IMHO rightly, as otherwise, it would have no meaning) to disallow them on static functions.
BTW static member functions can't also be virtual, pure (=0), deleted, defaulted, && etc.
