Background: Venous thromboembolism (VTE) is a common complication in cancer patients. We aim to evaluate the effect and safety of direct oral anticoagulants (DOACs) as primary prophylaxis in ambulatory cancer patients. Methods: We conducted a literature search in PubMed, EMBASE and ClinicalTrials for studies that evaluated DOACs for thromboprophylaxis in cancer patients. RevMan 5.3 software was used for this meta-analysis. Results: Three randomized controlled trials (RCTs) with a total of 1465 patients were pooled in the meta-analysis. DOACs significantly reduced the symptomatic VTE incidence during intervention period (RR 0.23, CI 0.11-0.47, P<0.0001, I-2=9%). Significantly lower total VTE incidence (RR 0.53, CI 0.36-0.78, P = 0.001, I-2=30%) and PE incidence (RR 0.50, CI 0.28-0.89, P = 0.02, I-2=5%) were found during the observation period, and a trend for less symptomatic DVT events was found in the DOACs group (RR 0.62, CI 0.37-1.04, P = 0.07, I-2=5%). No differences for all-cause mortality were found between groups (RR 0.92, CI 0.74-1.15, P = 0.47, I-2=14%). DOACs did not significantly increase major bleeding risks (RR 1.66, CI 0.72-3.83, P = 0.24, I-2=0%) during the intervention period or clinically relevant non-major bleeding events (RR 1.50, CI 0.90-2.49, P = 0.12, I-2=0%) and total bleeding events during the observation period (RR 1.50, CI 0.98-2.29, P = 0.06, I-2=0%). Conclusion: DOACs are effective for thromboprophylaxis in ambulatory cancer patients, but there is a potential risk of bleeding. DOACs may be recommended in selected patients at high risk of VTE. More high-quality studies are needed to further validate our results.