Patzelt first became a member of the Bundestag in the 2013 German federal election. He has since been a member of the Committee on Human Rights and Humanitarian Aid and the Committee on Family, Senior Citizens, Women and Youth. He attracted attention for taking two Eritrean refugees into his home in the wake of the 2015 European migrant crisis.