COVID booster is required if you haven't had one in the last 12 months. We had our medical appointment in April and was the case for my wife. Also some guidance below.
Source:
cdc.gov - "For the purposes of the immigration medical examination only, applicants who have not received a COVID-19 vaccine dose in the 12 months prior to the date of the exam are considered due for a dose."