Born in Skopje, Macedonia, Stankovski began his youth career at Vardar, before moving to Rabotnički in 2015.
[1] He made his senior debut in the Macedonian First League on 31 August 2019, playing as a starter in a 2–1 defeat to Akademija Pandev.
[5] On 12 January 2022, Stankovski joined Turkish Süper Lig club Gaziantep, signing a four-and-a-half-year contract, with an option for a further year.
[8] In February 2023, Stankovski moved to Slovenian PrvaLiga club Gorica on a temporary loan, as Gaziantep withdrew from the 2022–23 Süper Lig season due to the 2023 Turkey–Syria earthquake.
[9] Stankovski represented Macedonia internationally at under-17 level in the 2019 UEFA European Under-17 Championship qualifiers.