See If Page Speed Is Holding Back Your SEO Performance

Yep - but this tool does it in bulk for multiple domains...also returns results based on URLs in ranking in the SERPs for your target keywords.

You can use google PageSpeed Insights

https://developers.google.com/speed/pagespeed/insights/