We investigated the risk of MI by RA status and seropositivity and performed exploratory analysis of biologic DMARD (bDMARD) and targeted synthetic DMARD (tsDMARD) use. This retrospective cohort study used the Korean National Health Insurance System database. Patients aged ≥ 40 years newly diagnosed with RA (n = 36,377) were matched 1:3 with non-RA controls (n = 109,131). Fine and Gray subdistribution hazard models estimated subdistribution hazard ratios (sHR) for MI risk by RA status, seropositivity, bDMARD, and tsDMARD use. During a mean follow-up of 5.6 ± 2.3 years, 1201 MI events in non-RA, 738 in RA, 186 in seronegative RA (SNRA), 552 in seropositive RA (SPRA), 64 with bDMARD use, and 4 with tsDMARD use were identified. Patients with RA had a 1.8-fold increased MI risk compared to non-RA (sHR: 1.84, 95% CI: 1.67-2.01). SNRA and SPRA showed similar risks (sHR: 1.74, 95% CI: 1.49-2.04, and sHR: 1.87, 95% CI: 1.69-2.07, respectively). MI risk remained elevated both with and without bDMARD use (sHR: 2.34, 95% CI: 2.05-2.67; sHR: 1.81, 95% CI: 1.72-1.91, respectively). Non-use of tsDMARDs was associated with increased MI risk (sHR: 1.86, 95% CI: 1.77-1.96), whereas tsDMARD use was not significantly associated with MI (sHR: 1.43, 95% CI: 0.90-2.28). RA was associated with increased MI risk irrespective of seropositivity status. Exploratory analyses suggested that tsDMARD users did not exhibit increased MI risk, although the small number of events warrants large-scale prospective studies.