Searching AA.com, we found seats departing JFK on Wednesday, May 11, returning from MAD on Thursday, May 19.
Other dates are also available for travel on Mondays through Thursdays, departing in May and again from September to October.
See our fare details for booking info.
Need a room in Madrid? Here's what's available for the above dates on Hotelwatchdog.