Automatic analysis of an application's run-time settings

A method and system for automatic analysis of an application's runtime configuration settings is provided. The configuration processing system includes a monitoring component and an analysis component. The monitoring component observes requests for configuration information stored in configuration data stores of a monitored device. For example, the monitoring component may observe requests directed to the configuration data stores when an application starts, during runtime, and when the application exits. The monitoring component may record the observed requests in a file or data structure that may be accessed by or sent to the analysis component. Based on the observed requests of an application, the analysis component automatically identifies a reduced set of configuration settings which likely correspond to user-specific configuration settings used by the application. The configuration processing system may include a post-analysis component that displays the reduced set of configuration settings to a user for review, manual analysis, and/or verification.