Wappalyzer is a free browser extension which detects and displays the technologies used on websites: servers, content management systems, eCommerce platforms, analytics tools, advertising frameworks and more.
The extension adds multiple icons to your address bar, each one representing a common web component (PHP, jQuery etc). Clicking Wappalyzer's own icon displays the full list of technologies, sometimes with their version numbers.
Clicking the name of any package displays some statistics about it: the total number of sites where it's been detected, the top ten of those sites, how its use has varied over time.
If you're thinking that means Wappalyzer must send its detection results back to the developer, then you're right. This is done anonymously, though, so doesn't constitute any significant privacy risk, and if you're still unhappy then it's easy to disable (click the icon, select Settings, clear "Anonymously send reports...").