diff --git a/services/swh-listers-worker/entrypoint.sh b/services/swh-listers-worker/entrypoint.sh
index 15d6e86..678f471 100755
--- a/services/swh-listers-worker/entrypoint.sh
+++ b/services/swh-listers-worker/entrypoint.sh
@@ -1,46 +1,46 @@
 #!/bin/bash
 
 set -e
 
 source /srv/softwareheritage/utils/pyutils.sh
 setup_pip
 
 source /srv/softwareheritage/utils/pgsql.sh
 setup_pgsql
 
 case "$1" in
     "shell")
         exec bash -i
         ;;
     *)
         wait_pgsql
 
         echo Setup ${POSTGRES_DB} database for ${SWH_WORKER_INSTANCE}
         if psql -lqt | cut -d \| -f 1 | grep -qw ${POSTGRES_DB}; then
             echo Database already exists, nothing to do
         else
             echo Creating database
             createdb ${POSTGRES_DB}
-
         fi
 
         echo Initialize database
-        python -m swh.lister.cli \
-               --db-url postgres://${PGUSER}@${PGHOST}/${POSTGRES_DB} \
-               all
+        swh lister -C ${SWH_CONFIG_FILENAME} db-init
+
+        echo Register lister task types in scheduler database
+        swh lister -C ${SWH_CONFIG_FILENAME} register-task-types
 
         echo Waiting for RabbitMQ to start
         wait-for-it amqp:5672 -s --timeout=0
 
         echo Starting the swh-lister Celery worker for ${SWH_WORKER_INSTANCE}
         exec python -m celery worker \
                     --app=swh.scheduler.celery_backend.config.app \
                     --pool=prefork --events \
                     --concurrency=${CONCURRENCY} \
                     --maxtasksperchild=${MAX_TASKS_PER_CHILD} \
                     -Ofair --loglevel=${LOGLEVEL} --without-gossip \
                     --without-mingle \
                     --heartbeat-interval 10 \
                     --hostname "${SWH_WORKER_INSTANCE}@%h"
         ;;
 esac