PSS was established in 1976 as a regional football association for amateur clubs (known as Perserikatan) in Sleman, the third of its kind in Yogyakarta province after PSIM Yogyakarta and Persiba Bantul. PSS needed 24 years to reach the top-tier of the amateur Perserikatan competitions in 2000. After six years in the premier division, PSS was unable to complete the 2006 season after suffering from the 2006 Yogyakarta earthquake that killed more than 5,000 people and damaged thousands of buildings. However, the Indonesian football association PSSI did not relegate the three teams from Yogyakarta province, including PSS, although they forfeited their remaining games due to the earthquake's impact on their facilities and personal lives.