There are two ways to apply for a Japanese Government Scholarship: by applying to the Ministry of Education, Culture, Sports, Science and Technology (MEXT) with a recommendation from a Japanese embassy or other Japanese diplomatic mission in your country, or
By applying to the MEXT with a recommendation from a Japanese university.