Water treatment chemicals for boiler plants include oxygen scavengers to prevent corrosion, scale inhibitors to avoid mineral deposits, pH adjusters to maintain proper acidity, antifoaming agents to reduce foam, and condensate line protectors to prevent corrosion in return lines. These chemicals help maintain boiler efficiency and longevity.