Previous studies have proven the endocrine-disrupting properties and health hazards of parabens, triclosan, and benzophenones, but their relationship with blood pressure during pregnancy remains unknown. Therefore, we investigated the associations of repeated measures of urinary parabens, triclosan, and benzophenones with blood pressure during pregnancy and evaluated whether the associations were modified by fetal sex. From a prospective birth cohort in Wuhan, China, we collected urine samples from 644 pregnant women in the first, second, and third trimesters between 2014 and 2015. Five parabens, triclosan, and three benzophenones were quantified in all urine samples. Systolic blood pressure (SBP) and diastolic blood pressure (DBP) were measured in each trimester after urine sampling. Mixed linear models were used to estimate the associations between urinary chemical levels and blood pressure during pregnancy among all pregnant women and subgroups stratified by fetal sex. In the women carrying male fetuses, urinary triclosan and selected benzophenone concentrations were associated with a slight change of SBP during pregnancy. In the women carrying female fetuses, no chemical was associated with SBP, while urinary concentration of triclosan was inversely associated with DBP, though the magnitude was small. Urinary paraben levels weren't associated with blood pressure during pregnancy. Our results suggest that triclosan and selected benzophenone exposure might be associated with blood pressure during pregnancy in a potential fetal sex-different manner. Replicated research studies in pregnant women with higher triclosan and benzophenone exposure levels are needed in the future.