Optimizing neoadjuvant therapy for triple-negative breast cancer (TNBC) is still an urgent problem to be solved in the clinic. In this prospective cohort study, we investigated the efficacy and safety of apatinib combined with dose-dense paclitaxel and carboplatin (Apa+ddTCb) vs dose-dense paclitaxel plus carboplatin regimens alone (ddTCb) in neoadjuvant therapy for locally advanced TNBC. TNBC patients with clinical stage I-IIIC were enrolled to receive neoadjuvant Apa+ddTCb therapy. Enrolled patients who underwent surgery were matched with TNBC patients who received neoadjuvant ddTCb therapy by propensity score matching. 25 locally advanced TNBC patients were enrolled for neoadjuvant Apa+ddTCb therapy. The overall clinical ORR achieved 88.00% and DCR achieved 100.0% after 6 cycles. For 23 patients who received surgery, 69 TNBC patients who received neoadjuvant ddTCb therapy were matched. The pCR rate (60.9% vs 30.4%, P = .009) and the BCS rate (47.8% vs 21.7%, P = .016) were significantly improved in the Apa+ddTCb group. The incidence of adverse events, especially those related to antiangiogenic therapy, was higher in the Apa+ddTCb group. Further immunohistochemical analysis suggested that the expression levels of VEGF, EGFR, p-VEGFR2 and CK17 were significantly decreased after receiving neoadjuvant therapy in the Apa+ddTCb group, and the baseline CK17 expression level in non-pCR patients was significantly higher than those in the pCR patients. Progression-free survival was not reached yet. Apa+ddTCb regimen achieved an improved efficacy and acceptable adverse events compared with ddTCb regimen, which might be a promising strategy in the neoadjuvant therapy for locally advanced TNBC.