Marxist philosophy of education plays a key role in contemporary education in China, serving as an important theoretical foundation for reforms. With a history of more than one hundred years in China, Marxist philosophy of education has gone through three major historical stages: emergence (before 1949), localization (from 1949 to 1979), and new development (after 1979). Looking back and reflecting on the exploration of Marxist philosophy of education in China, it can be found that the following problems still remain to be solved: first, the dogmatic tendency of Marxism still needs to be avoided; second, the study of the original classics of Marxism is not enough; third, there is no adequate response to major practical problems in education; and fourth, there is no adequate interdisciplinary and international academic exchange.