The primary deities in Ancient Mesopotamian mythology include Anu (the sky god), Enlil (the god of wind and storms), and Inanna (the goddess of love and war). These gods were integral to the society's understanding of creation, governance, and the natural world, influencing both daily life and spiritual practices.