CytoMCS is a Cytoscape 3.0 app for computing the maximum common edge subgraph between two or more large networks. The app uses an iterative local search algorithm to find large conserved subgraphs, and is able to detect not only fully conserved edges, but also partially conserved. CytoMCS supports both directed and undirected networks.