Combine first 5 ingredients in a medium saucepan. Bring to a boil over medium-high heat; reduce heat, and simmer, uncovered, 8 minutes or until thickened, stirring occasionally.
Remove from heat; stir in cilantro and jalapeo. Carefully pour mango mixture into a blender or food processor; process until smooth. Cover and chill.