This Chrome extension shows the AS number of the site you visit.
Extension uses dig.jsondns.org or restdns.net to get the information about the site. Requests are cached for 8 hours (can be changed in the options) so that sites in the same BGP Prefix don't need to be queried every time.
You can download the extension from here.