Summer precipitation variations substantially impact food production and wildfire frequency in Siberia, exhibiting trends of decrease, increase, and subsequent decrease in recent decades. Nonetheless, the external factors contributing to these long-term precipitation patterns remain unclear. Our findings reveal a strong connection between stratospheric ozone changes and summer precipitation in Siberia, as evident in both observations and simulations. An increase in the lowermost stratospheric ozone results in the heating of the upper troposphere and lower stratosphere (UTLS) in mid-high latitudes during summer. This warming effect prompts divergence in the upper troposphere, accelerating polar circulation and subsequently promoting convergence and upwelling in the lower troposphere, favoring more precipitation. The 20% rise in stratospheric ozone between 1990 and 2010 may account for approximately 50% of the increase in precipitation in Siberia, while the post-2010 decline in ozone could be responsible for the heightened incidence of wildfires in recent years due to inhibit precipitation.