The invention discloses a wide-temperature-range dry flue gas denitrifying agent and a preparation method thereof. The flue gas denitrifying agent has a structure as aAO.bGxOy.mDxOy.nAl2O3, wherein A is one of barium, magnesium and calcium serving as group IIA metals, G is one of chromium, iron, cobalt and zinc serving as transition metals, and D is one of copper, manganese and silver. Calculated based on the total mass of a catalyst, the wide-temperature-range dry flue gas denitrifying agent comprises 28%-42% of AO, 30%-40% of GxOy, 10%-20% of DxOy and 8-12% of Al2O3. The dry flue gas denitrifying agent can be used for controlling the discharge of NOx in flue gases from an industrial boiler, a kiln, a coking coke oven and the like. The dry flue gas denitrifying agent has the advantage of realizing the ammonia-free efficient conversion of NOx within a relatively wide temperature range so as to be suitable for industrial application.