The testis serves as the reproductive gland in male mammals, primarily tasked with the production of sperm and synthesis of androgens. A complex signaling network consisting of various cell types, including germ cells, Sertoli cells, and Leydig cells, supports the structure and maintains the function of the testis. Apart from the hypothalamic-pituitary-gonadal axis, various sex hormones and cytokines are also implicated in the regulation of testicular function. The fibroblast growth factor (FGF) represents a crucial class of active cytokines that stimulate cell proliferation, induce tissue differentiation, and govern organ development. This review summarizes the molecular mechanisms of FGF regulating testicular development and spermatogenesis and maintaining male fertility.