First, give oauth access to this app by using the trello website. See their doc for more info. An app key and token should be generated.
Then install a ~/.scrum_helper.yml file with the apps oauth key and token. See defaults.yml for the format.
Then use it like this:
bin/scrumhelper search '\#analytics\_3'