El Horno de San Onofre it's a great bakery. You'll find it at Hortaleza, 9.
Also in Hortaleza you'll find
Vivares, a good restaurant with "Menú del dia" (the best choice if you are on a budget).
Another recommendation is
Cafetería Rocablanca at Fuencarral, 46. They have good "chocolate with churros" and it's quite cheap if you want to try something typical for breakfast.
There is a Moroccan restaurant called
Al-Hoceima at Farmacia, 8. At
LaNetro.com they say pricesa are under 15 euros / person.