PubMed-EX is a browser extension that marks up PubMed search results with additional text-mining information. PubMed-EXs page mark-up, which includes section categorization and gene/disease and relation mark-up, can help researchers to quickly focus on key terms and provide additional information on them. All text processing is performed server-side, freeing up user resources.