Itching in the palate is usually because of allergy and most commonly nose allergy known as allergic rhinitis, if your symptoms are persistent and long standing then you may need to use steroid nasal sprays for few months.
Next Steps
Consult nearby ENT specialist for confirmation of diagnosis and appropriate treatment if required