Abstract: The development of hydrogen energy is an important measure for China to promote energy structure transformation and achieve “carbon peak”. Hydrogen energy mainly has been demonstrated and applied in fuel cell vehicles, with a relatively single application scenario which cannot drive the construction of a complete hydrogen energy supply system in the hydrogen energy industry chain. At present, the Ministry of Science and Technology, in collaboration with the Shandong Provincial Government, is implementing the “Hydrogen Entering Myriad Homes” technology demonstration project in the Shandong region. Focusing on the implementation of the construction goals of one hydrogen expressway, two hydrogen ports, three science popularization bases, four hydrogen parks, and five hydrogen energy societies, the application demonstration of industrial parks, community buildings, transportation and mobile energy use, ports, highways and other scenarios is carried out, through the construction of pure hydrogen pipe networks, hydrogen blending of natural gas and other measures. Constructing large-scale hydrogen energy application scenarios in three areas, including industrial energy supply, urban energy supply, and transportation, and creating a Qilu model for the “Hydrogen Entering Myriad Homes” demonstration project, which contributes Shandong’s experience to the development of the national hydrogen energy industry. Solid metal hydrogen storage has broad market prospects in industrial energy supply, urban energy supply, transportation and other scenarios due to its advantages of high volume hydrogen storage efficiency, high energy efficiency, and high-level safety. It can effectively solve the problems that have been exposed in the transportation, storage, and refueling of high-pressure gaseous hydrogen. In this article, the future application of solid state metal hydrogen storage technology was analyzed and prospected, including hydrogen storage, distribution, supply and heat transfer, based on hydrogen energy application scenarios in “Hydrogen Entering Myriad Homes” and the characteristics of its technology. The development of solid metal hydrogen storage technology is predicted, which will play an important role in hydrogen storage of station, hydrogen energy storage/power generation, emergency power supply for hydrogen exchange, combined heat and power supply for hydrogen storage and supply, etc. Magnesium-based materials has a high matching degree in long-distance transportation of large volume solid hydrogen storage, application of hydrogen storage in hydrogen stations and combined heat and power storage and supply, which solves the problem of easy control of hydrogen storage and release. Building a high-density hydrogen storage static compression integration system will improve energy consumption and safety. Lanthanide and titanum-based materials is suitable for large-scale storage of hydrogen, applied in the field of hydrogen energy storage/power generation, to complete the process of normal temperature and low pressure hydrogen storage. Lanthanide nickel-based materials be applied to emergency power supply hydrogen storage, to achieve rapid hydrogen absorption and discharge, which has certain reference significance for the industry.