I am married for past two years but the thought of having kids freaks me out. Is this normal?

Yes its totally normal! Especially when you are the hubby. Most of the panic comes from the uncertainty of having children. One tip will be to talk to more parents, find out more about their own experiences, read up more and with knowledge, you will feel more confident and hopefully less scared. All the best!