Escobar made his debut for Panama in an August 2003 friendly match against Bolivia and has, as of 10 June 2015, earned a total of 40 caps, scoring 1 goal. He represented his country in 5 FIFA World Cup qualification matches and played at the 2007, 2009 and 2013 CONCACAF Gold Cups.