| Name | What | Region | Country | Lat | Long | Elev ft. | Pop est |
|---|---|---|---|---|---|---|---|
| Fons Laborata | city | Madrid | Spain | 40.28 | -3.79 | 2086 | 333838 |
| Fresnedillas | city | Madrid | Spain | 40.49 | -4.17 | 2893 | 2518 |
| Fresno de Torote | city | Madrid | Spain | 40.59 | -3.41 | 2509 | 11598 |
| Fuencarral | city | Madrid | Spain | 40.49 | -3.69 | 2509 | 442463 |
| Fuenlabrada | city | Madrid | Spain | 40.28 | -3.79 | 2086 | 333838 |
| Fuente el Saz | city | Madrid | Spain | 40.63 | -3.51 | 2509 | 20056 |
| Fuentesaúco | city | Madrid | Spain | 40.18 | -3.18 | 2509 | 1673 |
| Fuentidueña de Tajo | city | Madrid | Spain | 40.12 | -3.16 | 1791 | 2055 |