Heat the olive oil in a large skillet over medium heat. Add the diced onion and red bell pepper. Cook for about 5 minutes until the onion becomes soft and translucent.
Pour in the can of whole peeled tomatoes and use a spoon to break the tomatoes into smaller pieces. Bring to a simmer. Create small wells in the sauce and crack an egg into each well.