Microbiological agents are provided for control of certain diseases of wheat and other cereals caused by Fusarium species, including Fusarium head blight of wheat and other cereals. These agents can also improve yield of wheat plants and cereals. The agents are novel isolates of Pantoea agglomerans and of Bacillus megaterium that exhibit the property of inhibiting fungal pathogens, particularly those produced by Fusarium species.