This is a blog on the root cause. MCAS would be an intermediate mechanism in making you feel sick, but something must have triggered the MCAS. Thats the autoimmune response.
MCAS is the underlying condition, which is then triggered by a Covid infection. This results in an escalation of baseline symptoms, which is what Long Covid is