The main event which took place on the Mount of Olives was on the night before Jesus was crucified, when He wept over Jerusalem. See Luke Chapter 22
It also was the location of Jesus' sermon known as the Olivet Discourse, which is found in Matthew 24, Mark 13, and Luke 21.