We report the draft genome sequences of two tropical bacterial isolates capable of degrading the herbicide atrazine. Alcaligenes sp. strain EGD-AK7 and Arthrobacter sp. strain AK-YN10 were isolated from Indian agricultural soil in which sugarcane is grown, with a reported history of atrazine use. EGD-AK7 has the atzABCDEF genes and AK-YN10 has the trzN and atzBC genes for atrazine degradation.