Angiogenesis inhibitors are known to modify tumor immunity. Combination of angiogenesis inhibitors with immune checkpoint inhibitors (ICIs) has shown efficacy against many types of cancers, including non-small cell lung cancer (NSCLC). We investigated the feasibility of neoadjuvant therapy with pembrolizumab and ramucirumab, a vascular endothelial growth factor (VEGF) receptor-2 antagonist for patients with PD-L1-positive NSCLC and its influence on the tumor microenvironment (TME). Patients with pathologically proven NSCLC with PD-L1-positive, clinical stage IB-IIIA were eligible. Patients received two cycles of pembrolizumab (200 mg/body) and ramucirumab (10 mg/kg) every three weeks. Surgery was scheduled 4 to 8 weeks after the last dose. The primary endpoint was the major pathologic response (MPR) rate by a blinded independent pathology review. The sample size was 24 patients. Exploratory endpoints were evaluated to elucidate the effects of neoadjuvant therapy on TME. The 24 eligible patients were enrolled between July 2019 and April 2022. The MPR rate was 50.0% (90% confidence interval, 31.9-68.1%). Six patients showed pathological complete response. Grade 3 adverse events (AEs) occurred in 9 patients (37.5%), including 3 immune-related AEs (acute tubulointerstitial nephritis in 2 cases and polymyalgia rheumatica in one). There were no grade 4 or 5 AEs. The transcriptome and multiplexed immunohistochemistry results suggested that tumors with greater CD8+ T-cell infiltration and higher expression of effector molecules at the baseline could show better sensitivity to treatment. This new neoadjuvant combination of pembrolizumab plus ramucirumab was feasible and anti-VEGF agents may enhance the effects of ICIs.