Heat olive oil in a large pot over medium heat. Add ground beef, onion, and red bell pepper. Cook until beef is browned and vegetables are softened, about 5-7 minutes.
Reduce heat to low and add cubed cream cheese. Stir until cream cheese is completely melted and the soup is creamy. Season with salt and pepper to taste.