Heat the olive oil in a large skillet over medium high heat.
Stir in the onion and peppers, and cook until the vegetables soften, about 5 minutes.
Add the minced garlic and cook an additional minute.
Add the tomatoes, cumin, paprika, salt, and chili pepper and stir to combine.
Simmer for 10-12 minutes until the juices cook off.
Make 6 small holes in the mixture with the back of a spoon and crack the eggs into the indentations.
Cover the skillet and cook another 5-6 minutes until eggs are soft cooked.
Serve immediately.