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Net Income per Share - Computation of Basic and Diluted Net Income per Common Share Under Treasury Stock Method (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
 3 Months Ended 9 Months Ended
May 31, 2025
Jun. 01, 2024
May 31, 2025
Jun. 01, 2024
Numerator:        
Net income attributable to MSC Industrial, as reported $ 56,845 $ 71,705 $ 142,782 $ 202,902
Denominator:        
Weighted-average shares outstanding for basic net income per share 55,694 56,214 55,795 56,323
Effect of dilutive securities (in shares) 71 137 100 191
Weighted-average shares outstanding for diluted net income per share 55,765 56,351 55,895 56,514
Net income per share:        
Basic (in usd per share) $ 1.02 $ 1.28 $ 2.56 $ 3.60
Diluted (in usd per share) $ 1.02 $ 1.27 $ 2.55 $ 3.59
Potentially dilutive securities (in shares) 208 16 170 10