Preheat oven to 375 degrees.
Heat 2 tbs of olive oil on a large skillet over medium heat. Make sure the skillet you use is oven proof. Add the onion and bell pepper and cook until soft, about 15 minutes. Make sure to stir them ocassionally.
Add garlic, paprika, cumin and salt and cook until fragrant, about 2 minutes.
Pour in the tomatoes with the juice. Break down the tomatoes a bit with a wooden spoon. Bring to a simmer and let it cook for about 8 minutes.
Gently crack your eggs over the tomatoes. Transfer skillet to oven and cook for about 7 minutes or until the eggs are set.