Author of genus is Curran, 1931 (Charles Howard Curran, 1894–1972, Canadian, see
French Wikipedia).
Apparently from Greek
mega- large, plus
phora- (Latinized to
phorus?), bearing, bringing
(1). Species were formerly placed in
Mallophora, which means hair- or wool-bearing. Perhaps
Megaphora is a reference to the leaf-cutter bee
Megachile, which the robber flies resemble.