B cell infiltration in high-grade serous ovarian cancer associates with favorable prognosis. Nathan et al. show that tumor-draining lymph nodes in patients lack active germinal center responses and instead harbor quiescent tumor-reactive memory B cells clonally linked to tumor B cells, highlighting lymph nodes as memory reservoirs supporting intra-tumoral immunity.