How much should I worry about rash and headache?

Possibly very. A purple rash and headache in combination with fever can be a sign of meningitis and requires emergency management. There are other possible causes without fever including; medicine side effect, viral illness, treatment with Amoxicillin while suffering from mononucleosis; list goes on. It really is best to be evaluated and, if with fever, immediately.