Philosophers working in metaphysics and especially causation are aware of Pearl, and the literature on causation in Philosophy is very large, old, and active. It is also clear that Pearl is also aware of the literature in Philosophy on causation and conditionals as he does cite people like Robert Stalnaker and David Lewis.
However, there is a slight difference in concerns on the topic of causation/causality. Philosophers are usually interested in providing a reductive account of causation by providing necessary and sufficient conditions for causation, as apposed to modelling known causal structures to predict what interventions might have on novel systems. That said I do know that L.A. Paul, Ned Hall, Hitchcock, and Menzies have done some work trying to incorporate the insights from the causal modelling approach done by Pearl and colleagues.
Some links in case you want to explore further. Standard Encyclopedia of Philosophy is an amazing free resource if you want to look something up:
"Causal theories of reference" looks interesting from an AI perspective. Do you know how it relates to the math discipline, causality (eg. Pearl)?