A single-cell sequencing study shows that the human memory B cell repertoire is dominated by large IgM, IgG2 and IgA immunoglobulin families, whereas IgG1 families, including those specific for recall antigens, are of a small size. Multi-year analysis shows that memory B cell families are highly stable and that plasmablasts of T cell–independent and T cell–dependent isotypes are produced in a recurrent manner.