I felt like there wasn't really any open source tool for this so I made this.
Currently it only detects Drupal, WordPress and Joomla! websites. I am working on other CMS's and versioning support.
If you want to contribute, feel free to do so! :) I especially need help to detect lesser-known CMS's and frameworks.