Taking into account higher risk of severe coronavirus disease 2019 (COVID-19) or death among patients with cancer, as well as impaired immunogenicity following anti-SARS-CoV-2 vaccines, in addition to waning immunity, booster dosing appears mandatory in this patient population. This review sought to provide reasonable evidence so as to assist oncologists in their daily practice, helping them decide when an anti-SARS-Cov2 antibodies (Abs) dosage should be scheduled following a full two-dose vaccination and if necessary, propose an early third dose (D3). Such D3 could apply to non-responder patients with anti-Spike (S) Abs titers < 40 binding antibody units (BAU)/mL. For low-responder patients with anti-S Abs titers between 40 BAU/mL and 100/260 BAU/mL (suggested area of uncertainty), an early D3 may similarly be proposed. Nevertheless, this D3 could be administered in a less urgent manner, taking into account associated co-morbidities and regional epidemic incidence rates. This latter strategy may comprise a monthly dosage of anti-S titers so as to better assess the kinetics of waning immunity. For responder patients with anti-S titers above 260 BAU/mL, we suggest to follow the recommendations outlined for the general population. Given this context, patients with anti-S titers above 1000 BAU/mL should be given the possibility to undergo anti-S titer control after 3 months, designed to assess rapid humoral waning immunity. We strongly recommend that patients with cancer be included into observational serological monitoring studies or clinical trials that are dedicated to severe immunocompromised patients without any humoral seroconversion after D3.