Analytics and visualization for logical dependency mapping of computer servers may be provided. Data collected from computer servers is received and analyzed to discover logical dependencies among the computer servers, for example, to discover communications between one or more of operating systems, middleware and applications associated with the computer servers. The computer servers may be grouped into one or more dependency groups based at least on a user-defined grouping criterion. The one or more dependency groups and their logical dependencies may be output.