Testosterone production by testicular Leydig cells (LCs) in male mammals is energetically demanding and prone to mitochondrial damage. Despite these challenges, LCs exhibit remarkable longevity and minimal turnover, suggesting the existence of specialized mechanisms that maintain LC mitochondrial homeostasis under such constrains. Here we identify a mitochondrial transfer network between LCs and different testicular macrophage (tMac) subpopulations. Leydig cells release extracellular vesicles containing defective mitochondria, which are eliminated by CD206hi tMacs in a TREM2-dependent process. Deletion of Trem2 in tMacs disrupts this transfer, leading to impaired testosterone synthesis. Conversely, LCs acquire extracellular vesicles containing functional mitochondria from MHCIIhi tMacs through ITGβ1–VCAM1 interactions. Loss of Vcam1 in LCs hinders this mitochondrial transfer, thereby compromising testosterone production. Together, our findings reveal an unrecognized mitochondrial transfer network between LCs and tMacs that safeguards LC homeostasis and testosterone production, offering valuable insights into intercellular communication mechanisms that maintain tissue homeostasis.