Edmonds began his political career as a member of the National Front (NF), in which he held a number of positions during John Tyndall's chairmanship of the party.
From 1982, Edmonds held senior positions within the newly formed British National Party (BNP), eventually becoming deputy leader and also acting leader for a spell in 1986 while Tyndall was in prison for incitement to racial hatred.