The invention relates to a biomass low-nitrogen direct combustion boiler, comprising a hearth, wherein a boiler body is arranged on the upper part of the hearth, a hopper is arranged at a feeding port in the front of the hearth, a chain grate is arranged on the lower part of the hearth, a front smoke box and a rear smoke box are arranged at the front and the rear ends of the boiler body respectively, an isolating arch, a rear arch, a wing-shaped flue and a flue-gas-isolating wall are arranged inside a hearth cavity, a flue gas guide plate is arranged at the front end of the rear arch, the flue-gas-isolating wall is arranged on the upper part of the rear arch, a secondary air device is arranged on the front arch, and a tertiary air device is arranged on the flue-gas-isolating wall; and the hearth cavity is internally divided into a pyrolysis region, a layer combustion region, a re-combustion reduction region and a gasification combustion region. According to the invention, in accordance with the components and the combustion features of biomass fuel, efficient combustion of the fuel is realized by adopting the technologies of layer combustion and gasification coupling combustion, and ultralow emission of nitrogen oxides is realized by adopting the technologies of hierarchical air distribution, semi-coke reduction and re-combustion of pyrolysis products, therefore, the biomass boiler becomes a real energy-saving and environment-friendly product.