Longitudinal research on the impact of frailty on chemotherapy toxicity in patients with cervical cancer is limited. To explore the impact of frailty on chemotherapy toxicity in patients with cervical cancer. Two hundred fifty-nine postoperative cervical cancer patients from a hospital located in Northwest China were enrolled between July 2020 and December 2021. Participating patients were followed up for 4 chemotherapy cycles after surgery. Frailty was measured using the Tilburg Frailty Indicator. Chemotherapy toxic reactions were evaluated using the Common Terminology Criteria for Adverse Events 4.0. Repeated-measures analysis of variance and Cox regression analysis were used to analyze the effect of frailty on chemotherapy toxicity. Cox regression analysis showed that frailty could serve as an independent risk factor for total toxicity (hazard ratio [HR], 5.423; 95% confidence interval [CI], 3.260-9.023; P < .001), nausea (HR, 3.967; 95% CI, 2.446-6.433; P < .001), and vomiting (HR, 3.081; 95% CI, 1.921-4.942; P < .001). Repeated-measures analysis of variance showed that the white blood cell values of the frail group were lower than those of the nonfrail group (Fgroup effect = 4.172, P = .043), and the hemoglobin values of the frail group were lower than those of the nonfrail group (Fgroup effect = 6.589, P = .012). Frailty can increase the risk of total chemotherapy toxicity, nausea, and vomiting. Frailty can reduce the white blood cell and hemoglobin values of postoperative adjuvant chemotherapy cervical cancer patients. Findings may assist healthcare providers in taking effective measures to reduce the toxicity of chemotherapy.