Possibly a starting point here:
If you just log (not print!) a message, you should get useful MDC output indicating some information.
Technically you could retrieve that at runtime, via the static method on the MDC class:
org.slf4j.MDC.get("key")
As in:
from org.slf4j import MDC
component = MDC.get("component")