The Matsya Avatar is Lord Vishnu's first incarnation as a fish, tasked with saving humanity and the sacred Vedas from a catastrophic flood. He warned King Manu to build an ark, preserving all life forms and guiding them to safety. Matsya also retrieved the stolen Vedas from the demon Hayagriva, ensuring the continuity of knowledge.