The 10 boron neutron-capture therapy (BNCT) is an emerging anti-tumor therapy based on the accumulation of a 10 B isotope within the tumor followed by irradiation with low-energy neutrons. The nuclear fission process produces 7 lithium, 4 helium, and λ rays within the tumor tissue, inducing specific tumor cell damage and death. 10 B can be delivered either as simple B-containing agents or as B clusters. In the first case, boronic acid derivatives such as 4-borono-phenylalanine (BPA) are currently applied for BNCT of melanoma and other tumors. Although it can be assumed that BPA would act as a precursor metabolite for melanin biosynthesis, the precise action mechanism is not yet clear. Direct binding of this boronic acid to a target substrate, namely the catechol groups from already synthesized melanin, could be an alternative mechanism. In keeping with this, high affinity for melanin would explain the action mode of boronic acids as melanoma seekers. DOPA-and dopamine-borate esters are also potential B-carrier candidates for BNCT, and they could be incorporated as melanin precursors or binding reagents. In this work, molecular modeling methods have been applied to analyze the structure of boronic acid and borate ester derivatives, as well as their interaction and binding mode with the recently proposed catechol-porphycene model for the melanin polymer. Interestingly, remarkable structural features drawn from chemical geometry, and also molecular orbital calculations, support the possibility that boronic acids and borate esters could be reactive agents for direct binding to melanin catechols.