Isamaaliit
As the last chairman of the conservative Estonian National Independence Party (1993–1995), Kelam led his party into merger with the National Coalition Party Pro Patria (1995), which resulted in creation of the centre-right Pro Patria Union. He succeeded Mart Laar as its chairman (2002–2005). In 2002–2003 he represented the Riigikogu in the Convention on the Future of Europe. He was elected to the membership of the European Parliament in 2004, in 2009 and in 2014.