I think one of the best ways to boost up a baby's immunity is to ensure the he spends enough time in fresh air, even if it's cold outside.
One of my friends lets this baby sleep one hour outside in the garden even in the winter (of course warmly dressed, covering him with thick blankets in the stroller).