COVID-19 Booster Shot Recommendations. CDC and Texas DSHS now recommend booster shots of the Pfizer, Moderna, and Johnson & Johnson (J&J) COVID-19 vaccines for people 18 years of age and older. Eligible people can get a booster of whichever vaccine they choose..