The short answer is Yes.
You do need to register as you will be storing personal data such as contact numbers and addresses to provide your service.
You can do it all only, just go to https://ico.org.uk/for-organisations/data-protection-fee/register/ and follow the steps on there.
This is likely prompted after you may of received this letter from the ico.

