The Circular Dependency Plugin detects circular dependencies in modules compiled with Webpack, helping developers identify potential bugs or problematic code structures. It's designed for webpack users who want to ensure their module dependencies are clean and maintainable, particularly useful for large-scale applications where circular dependencies can be difficult to track manually.