If there are no further requirements about your desired output then it is a matter of 2 lines in my opinion.See how:
String url = "http://thetravelprice.com/tours-packages/singapore/singapore-malaysia-6n-7d_88";
String[] removeQryString = url.Split('_');
Console.WriteLine(removeQryString[0]);