Microsoft Application Inspector is a tool designed to analyze software source code by identifying features based on a comprehensive set of over 400 rules and regex patterns. It aids in understanding software components for both security and non-security purposes and supports various programming languages, offering output in multiple formats. The tool is available as a command line application and NuGet package, and emphasizes community contributions for enhancing its feature detection capabilities.