Cisplatin is a widely-used cancer metallodrug which induces cytotoxicity by targeting DNA and chelating cysteines in proteins. Here we applied a competitive activity-based protein profiling strategy to identify cisplatin-binding cysteines in cancer proteomes. A novel cisplatin target, MetAP1, was found and functionally validated to contribute to cisplatin’s cytotoxicity.