Heat the olive oil and gently fry the celery, fennel, onion, garlic, chilli and carrots until softened. Add the Pernod and boil off the alcohol for a minute.
Add the brown crab meat and stir well with the vegetables. Pour in the fish stock, bring to a gentle boil and finish by stirring in the cream, white crab meat, tomatoes and parsley.