From Longman Dictionary of Contemporary Englishbe clutching/grasping at strawsbe clutching/grasping at strawsto be trying everything you can to succeed, even though the things you are doing are not likely to help or work → straw
Examples from the Corpus
be clutching/grasping at straws• Green ponds should not be a problem now, but come next summer, you may be clutching at straws. 