The Rashtriya Janata Dal and several other opposition parties, including Congress president Rahul Gandhi and Delhi chief minister Arvind Kejriwal, staged a protest in the national capital on Saturday, voicing their anguish over the alleged rape of young girls at a shelter home in Bihar's Muzaffarpur.