Endometrial cancer newly affects an estimated 54,870 women in the United States, being responsible for an estimated 10,170 deaths in 2015. It has demonstrated to harbor a complex carcinogenesis process, with limited treatment options for advanced or persistent disease. Identification and targeting of genetic alterations that lead to progressive disease and therapy resistance is not only challenging, but also often does not correlate with a clinical benefit. Targeted maintenance therapies in endometrial cancer have been largely disappointing. Nonetheless, targeted personalized treatment should be the main goal of treatment of advanced disease in the future. Due to the high variety of drugs being tested in early clinical trials, it is hard to keep pace with the latest developments and ongoing trials. This review aims to summarize the latest published and ongoing trials on targeted therapies in endometrial cancer.