No, you need not to take registration, if you exclusive provides exempted supplies. However, even if you bill Rs 1 of taxable supplies, you need to get yourself registered into GST..
No need to take Registration in GST when you are dealing with exempted goods. Also the Turnover Clause ( ₹ 20 lakhs) is not applicable for the dealers of exempted goods.