Here, we report the draft genome sequence of Taylorella equigenitalis strain 210217RC10635, a Gram-negative bacterium belonging to the genus Taylorella and the order Burkholderiales. Taylorella equigenitalis is the causative agent of contagious equine metritis (CEM). The strain reported here was isolated in 2017 from a German stallion.