The prevalence of cesarean sections is rising rapidly and is becoming a global issue. Vaginal birth after a cesarean section is one of the safest strategies that can be used to decrease the cesarean section rate. Different fragmented primary studies were done on the success rate of vaginal birth after cesarean section and its associated factors in Ethiopia. However, the findings were controversial and inconclusive. Therefore, this meta-analysis was intended to estimate the pooled success rate of vaginal birth after cesarean section and its associated factors in Ethiopia. Pertinent studies were searched in PubMed, Google Scholar, ScienceDirect, direct open-access journals, and Ethiopian universities' institutional repositories. The data were analyzed using Stata 17. The Newcastle–Ottawa quality assessment tool was used to assess the quality of the studies. I squared statistics and Egger’s regression tests were used to assess heterogeneity and publication bias, respectively. A random effects model was selected to estimate the pooled success rate of vaginal birth after cesarean section and its associated factors. The PROSPERO registration number for this review is CRD42023413715. A total of 10 studies were included. The pooled success rate of vaginal birth after a cesarean section was found to be 48.42%. Age less than 30 years (pooled odds ratio (OR) 3.75, 95% CI 1.92, 7.33), previous history of vaginal birth (OR 3.65, 95% CI 2.64, 504), ruptured amniotic membrane at admission (OR 2.87, 95% CI 1.94, 4.26), 4 cm or more cervical dilatation at admission (OR 4, 95% CI 2.33, 6.8), a low station at admission (OR 5.07, 95% CI 2.08, 12.34), and no history of stillbirth (OR 4.93, 95% CI 1.82, 13.36) were significantly associated with successful vaginal birth after cesarean section. In conclusion, the pooled success rate of vaginal birth after a cesarean section was low in Ethiopia. Therefore, the Ministry of Health should consider those identified factors and revise the management guidelines and eligibility criteria for a trial of labor after a cesarean section.