Catalyzes the biosynthesis of agmatine from arginine. H(+) + L-arginine = agmatine + CO2 Amine and polyamine biosynthesis; agmatine biosynthesis; agmatine from L-arginine: step 1/1. Belongs to the Orn/Lys/Arg decarboxylase class-II family. SpeA subfamily.