Quantum chemical calculations are carried out to design highly symmetric-doped boron clusters by employing the transition metal behavior of heavier alkaline earth (Ae = Ca, Sr, and Ba) metals. Following an electron counting rule, a set of monocyclic and tubular boron clusters capped by two heavier Ae metals were tested, which leads to the highly symmetric Ae 2 B 8 , Ae 2 B 18 , and Ae 2 B 30 clusters as true minima on the potential energy surface having a monocyclic ring, two-ring tubular, and three-ring tubular boron motifs, respectively. Then, a thorough global minimum (GM) structural search reveals that a monocyclic B 8 ring capped with two Ae atoms is indeed a GM for Ca 2 B 8 and Ba 2 B 8 , while for Sr 2 B 8 it is a low-lying isomer. Similarly, the present search also unambiguously shows the most stable isomers of Ae 2 B 18 and Ae 2 B 30 to be highly symmetric twoand three-ring tubular boron motifs, respectively, capped with two Ae atoms on each side of the tube. In these Ae-doped boron clusters, in addition to the electrostatic interactions, a substantial covalent interaction, specifically the bonding occurring between (n − 1)d orbitals of Ae and delocalized orbitals of boron motifs, provides the essential driving force behind their highly symmetrical structures and overall stability.