Few studies have evaluated the post-endoscopic adverse events in patients with neutropenia and thrombocytopenia. Current guidelines do not provide clear direction on this topic. We explore the pooled rates of safety and adverse effects of endoscopic interventions in thrombocytopenia and neutropenia patients via a systematic review & meta-analysis. Databases, including Medline, Scopus, and Embase, were searched (in May 2023) using specific terms for studies evaluating the clinical outcomes of endoscopy in patients with thrombocytopenia and neutropenia. Standard meta-analysis methods were employed using the random-effects model. I2% heterogeneity was used to assess the heterogeneity. Six studies and four studies evaluated endoscopic outcomes in patients with thrombocytopenia and neutropenia respectively with mean age was 56years. The pooled rate of total post-biopsy bleeding and total post-polypectomy bleeding among patients with thrombocytopenia was 4% (95% CI 1-11), I2 = 84%, and 12% (95% CI 3-36) I2 = 43%. The total rate of post procedure-related bleeding in thrombocytopenia was 5% (95% CI 1-14) I2 = 95%. The pooled rate of post-endoscopic infection (fever from any cause, bacteremia) in neutropenia was 10% (95% CI 3-28%) I2 = 96%. On sub analysis, the pooled rate of bacteremia and 30days all-cause mortality in neutropenia was 4% (95% CI 3-5%) I2 = 0% and 13% (95% CI 4-34%) I2 = 95% respectively. Our data supports the notion that endoscopic procedures are safe for neutropenic, thrombocytopenic patients with suitable indications and reasonable functional status and have an acceptable risk/benefit ratio.