The impact of various historical and practical factors make moral crisis in Chinese society. Through the analysis of contemporary moral reconstruction and its plight of metaphysics, we reconstruct the Confucian metaphysics of "Tao" that contains divinity and rationality, and then it shapes the modern personality. So Confucian metaphysics is the cultural foundation of the contemporary moral construction.