Mass gatherings frequently include close, prolonged interactions between people, which can present opportunities for infectious disease transmission. During May 25-June 3, 2022, over 4 million pilgrims gathered at Namugongo Catholic and Protestant shrines to commemorate the annual Uganda Martyr’s Day. We described syndromes suggestive of key priority diseases among visiting pilgrims during this period to inform future planning for mass gatherings in Uganda.