How can I book the ferry from Shekou to Macau? I do not find any booking link.

Oh, the official website doesn't have English booking pages. If possible, you can ask help for your Chinese friends or hotel staff. If not, don't worry, just buy the tickets when you arriving at the port. In general, there will have enough tickets. Arrive there early.