World War I - Woodrow Wilson, Democrat
World War II - Franklin Roosevelt, Democrat
Korean War - Harry Truman, Democrat
Vietnam - John Kennedy, Lyndon Johnson, Democrats, ended by Nixon, Republican

I don't think Democrats are the party of peace. Neither party holds that title.