Malaria parasites (genus Plasmodium) are a diverse group found in many species of vertebrate hosts. These parasites invade red blood cells in a complex process comprising several proteins, many encoded by multigene families, one of which is merozoite surface protein-7 (msp7). In the case of Plasmodium vivax, the most geographically widespread human-infecting species, differences in the number of paralogs within multigene families have been previously explained, at least in part, as potential adaptations to the human host. To investigate this in msp7, we studied its orthologs in closely related nonhuman primate parasites; investigating both paralog evolutionary history and genetic polymorphism. The emerging patterns were then compared with the human parasite Plasmodium falciparum. We found that the evolution of the msp7 family is consistent with a birth-and-death model, where duplications, pseudogenizations, and gene loss events are common. However, all paralogs in P. vivax and P. falciparum had orthologs in their closely related species in non-human primates indicating that the ancestors of those paralogs precede the events leading to their origins as human parasites. Thus, the number of paralogs cannot be explained as an adaptation to human hosts. Although there is no functional information for msp7 in P. vivax, we found evidence for purifying selection in the genetic polymorphism of some of its paralogs as well as their orthologs in closely related non-human primate parasites. We also found evidence indicating that a few of P. vivax’s paralogs may have diverged from their orthologs in non-human primates by episodic positive selection. Hence, they may had been under selection when the lineage leading to P. vivax diverged from the Asian non-human primates and switched into Homininae. All these lines of evidence suggest that msp7 is functionally important in P. vivax.