Granite is one of the most important building materials in Taiwan. It can be used as a structural material or a decorative material, and a widely used in traditional cultural heritage architecture. The basic property of building materials is necessary for maintenance and repair of buildings, but there is no systematically studied on granite in historic buildings in Taiwan. It can be seen from the appearance that granite has quite a variety of changes due to the different proportions of constituent minerals, and the purpose of this article is to deeply analyze the differences in the properties of granite materials with different proportions of minerals. The mechanical properties of granite are established through the compressive strength, modulus of rupture and wear resistance test, and the most accurate method for calculating the main mineral proportions of granite is based on calculating the correlations between major whole-rock compositions and major mineral compositions. Then discussing the correlation between the granite mechanical properties and mineral ratio. The results show that the main mineral proportions of granite has a high correlation with compressive strength and wear resistance, but has no obvious correlation with the modulus of rupture. Finally, to obtain the empirical formula between mechanical properties and the proportion of the mineral by the multivariate linear regression method. According to this formula, as long as the proportion of minerals in the granite is known, the mechanical and physical properties of the granite can be calculated. This non-destructive investigation method not only can reduce the large consumption of experimental materials of mechanical properties, but also use more convenient ways to obtain the required information for stone maintenance, which will be beneficial to the maintenance and repair of granites in historic buildings.