Using a pan with a lid, add the olive oil and sauté the onions over a medium heat. Add the pepper and garlic and cook until soft.
Add the paprika, cumin and chilli and cook for 2 minutes.
Pour in the tinned tomatoes, sugar, and season. Allow to simmer for 10 minutes.
Using a wood make two spaces in the sauce and break in the eggs. Place the lid on the pan and cook on low for 10 minutes.
Once the eggs have cooked top with feta, baby spinach and a squeeze of lemon juice.