This phase II clinical trial studies the effect of lenvatinib, pembrolizumab, and paclitaxel in treating patients with endometrial, epithelial ovarian, fallopian tube, or primary peritoneal cancer that has come back (recurrent). While all 3 study drugs are FDA approved, and 2-drug combinations have been studied, the 3- drug combination has not been studied yet. The investigators believe that the addition of pembrolizumab to weekly paclitaxel and lenvatinib (or weekly paclitaxel to pembrolizumab and lenvatinib) is highly effective and safe with manageable side effects in both recurrent endometrial and platinum resistant ovarian cancer. The purpose of this trial is to study how well lenvatinib, pembrolizumab, and weekly paclitaxel work together in women who have recurrent endometrial cancer and/or recurrent platinum resistant ovarian, fallopian tube, and primary peritoneal cancer, and what kind of side effects patients may experience.
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Objective tumor response
Timeframe: through study completion, an average of 1 year