Combining with neuropeptide F and transmitting the signal within the cell to initiate a change in cell activity. Neuropeptide F is an arthropod peptide of more than 28 residues (typically 28-45) with a consensus C-terminal RxRFamide (commonly RPRFa, but also RVRFa.