The innovation of agricultural machinery forgings can effectively break the traditional shackles and bring important leading role to agriculture. Traditional agriculture depends on human labor and traditional farm tools, low efficiency and high work intensity, it is difficult to meet the needs of modern agriculture development. The innovative application of agricultural machinery forgings can improve the performance, durability and safety of agricultural machinery and equipment by optimizing the design and material selection. Agricultural machinery forgings innovation is mainly reflected in the following aspects: improve the performance of agricultural machinery equipment: agricultural machinery forgings are forged from high-quality materials, with good mechanical properties and durability, can improve the efficiency and reliability of agricultural machinery equipment. Reduce the weight of agricultural machinery and equipment: forgings have excellent strength and toughness, which can reduce the weight of agricultural machinery and equipment under the premise of ensuring the performance of the equipment, thereby reducing energy consumption and improving mobility. Enhance the adaptability of agricultural machinery equipment: The innovation of agricultural machinery forgings can be customized according to the needs of different agricultural operations, providing more functions and the ability to adapt to different operating conditions, such as cultivation, fertilization, harvesting, etc. Improve the safety of agricultural machinery equipment: the innovation of agricultural machinery forgings can provide a more secure and reliable connection and fixed structure, avoid the safety hazards such as loosening or breaking of equipment during the working process, and ensure the safety of agricultural machinery operators. The innovation of agricultural machinery forgings will bring many benefits to agriculture, such as improving the yield and quality of crops, reducing the labor intensity of farmers, and promoting the development of agricultural modernization. Therefore, the innovation of agricultural machinery forgings will lead the development of agriculture in a more efficient, intelligent and sustainable direction.