The club was founded under the name of "Goy Gol" on 3 July 1995, based in Goy Gol. On 1 September 2005, Goy Gol was registered in Gabala by the Ministry of Justice, before the AFFA registered the team as professional on 5 September of the same year. In the summer of 2006, the team moved from Goygol to Qabala, before the club changed its name to Gilan FK. Later, the club changed its name to Qəbələ FK on 31 August 2007.