The Cyberinfrastructure Shell (CIShell) is an open source, community-driven platform for the integration, utilization and visualization of datasets, algorithms, tools, and computing resources. CIShell supports the plug-and-play of datasets and algorithms and their bundling into custom tools including Network Workbench, TexTrend, Sci² and EpiC.