Background: Dengue virus (DENV) and Chikungunya virus (CHIKV) are important mosquito-borne arboviruses with expanding global distributions. Although recurrent outbreaks have occurred in the Horn of Africa since the early 2000s, their epidemiology and burden remain poorly characterized. This systematic review and meta-analysis estimated the prevalence of DENV and CHIKV, their distribution by country, diagnostic methods, circulating DENV serotypes, and mosquito vectors. Methods: Following PRISMA guidelines, PubMed, Web of Science, Scopus, SpringerLink, Nature Portfolio, and Google Scholar were searched for studies published up to October 2025. Eligible studies reported DENV and/or CHIKV infections in humans or mosquitoes in Kenya, Ethiopia, or Somalia. Random-effects meta-analyses were performed, with subgroup analyses by country, population, setting, and diagnostic method. Results: Of 3,351 records, 65 studies met the inclusion criteria, most from Kenya (63.1%), followed by Ethiopia (30.8%) and Somalia (6.1%). Pooled DENV prevalence was 20% for IgG, 10% for IgM, 6% for NS1, and 4% by PCR. Corresponding CHIKV prevalence was 5% for IgG, 8% for IgM, and 4% by PCR. Significant differences between countries were observed for DENV NS1 (p