Cervical cancer (CC) is currently the fourth most common malignant disease of women worldwide. Although the incidence and the mortality rates have been decreasing with screening detection and new treatment strategies, a significant number of metastatic or recurrent disease is still diagnosed. For those patients not amenable to curative treatments, such as surgery and radiation, palliative chemotherapy remains the standard of care. As chemotherapy regimens have limited activity, research is focalized on investigating novel pharmacologic strategies. Areas covered: This paper aims to give a complete and updated overview on investigated therapies for the treatment of CC. The authors review the results of clinical studies and highlight the ongoing trials. Expert opinion: Agents targeting various molecular pathways including epidermal growth factor receptor (EGFR), vascular endothelial growth factor (VEGF), mammalian target of rapamycin (mTOR), poly ADP-ribose polymerase (PARP), epigenetics and other biological mechanisms represent interesting investigational opportunities. Amongst such drugs, bevacizumab, an anti-VEGF monoclonal antibody, was the first targeted drug recently approved by the FDA for the treatment of patients with metastatic, recurrent, or persistent CC. Another interesting experimental approach is represented by immunotherapy, which is leading to promising results with to the development of therapeutic vaccines and immune checkpoints inhibitors.