diff --git a/Dockerfile b/Dockerfile
index 4701e53..05eedcb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,49 +1,49 @@
 FROM python:3.7
 
 RUN export DEBIAN_FRONTEND=noninteractive && \
   apt-get update && apt-get upgrade -y && \
   apt-get install -y \
     libapr1-dev \
     libaprutil1-dev \
     libpq-dev \
     libsvn-dev \
     libsystemd-dev \
     postgresql-client \
     r-base-core \
     r-cran-jsonlite \
     wait-for-it \
     ngrep && \
   apt-get clean && \
   rm -rf /var/lib/apt/lists/*
 
 RUN useradd -md /srv/softwareheritage -s /bin/bash swh
 USER swh
 
 RUN python3 -m venv /srv/softwareheritage/venv
 ENV PATH="/srv/softwareheritage/venv/bin:${PATH}"
 RUN pip install --upgrade pip setuptools wheel
 RUN pip install gunicorn
 
 RUN pip install \
         swh-core[db,http] \
         cassandra-driver \
-        swh-deposit \
+        swh-deposit[server] \
         swh-indexer \
         swh-journal \
         swh-lister \
         swh-loader-debian \
         swh-loader-dir \
         swh-loader-git \
         swh-loader-mercurial \
         swh-loader-npm \
         swh-loader-pypi \
         swh-loader-svn \
         swh-loader-tar \
         swh-storage \
         swh-objstorage \
         swh-scheduler \
         swh-vault \
         swh-web
 
 COPY utils/*.sh /srv/softwareheritage/utils/
 RUN mkdir -p /srv/softwareheritage/objects
diff --git a/docker-compose.yml b/docker-compose.yml
index bd8bc8a..3fbcf90 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,386 +1,389 @@
 version: '2'
 
 services:
 
   amqp:
     image: rabbitmq:3.6-management
     ports:
       - 5072:5672
 
 #  flower:
 #    image: mher/flower
 #    command: --broker=amqp://guest:guest@amqp:5672// --url_prefix=flower
 #    ports:
 #      - 5055:5555
 #    depends_on:
 #      - amqp
 
   zookeeper:
     image: wurstmeister/zookeeper
     restart: always
 
   kafka:
     image: wurstmeister/kafka
     ports:
       - "5092:9092"
     env_file: ./env/kafka.env
     depends_on:
       - zookeeper
 
   kafka-manager:
     image: hlebalbau/kafka-manager:stable
     ports:
       - "5093:9000"
     environment:
       ZK_HOSTS: zookeeper:2181
       APPLICATION_SECRET: random-secret
     command: -Dpidfile.path=/dev/null
 
   prometheus:
     image: prom/prometheus
     depends_on:
     - prometheus-statsd-exporter
     command:
       # Needed for the reverse-proxy
       - "--web.external-url=/prometheus"
       - "--config.file=/etc/prometheus/prometheus.yml"
     volumes:
       - "./conf/prometheus.yml:/etc/prometheus/prometheus.yml:ro"
     restart: unless-stopped
 
   prometheus-statsd-exporter:
     image: prom/statsd-exporter
     command:
       - "--statsd.mapping-config=/etc/prometheus/statsd-mapping.yml"
     volumes:
       - "./conf/prometheus-statsd-mapping.yml:/etc/prometheus/statsd-mapping.yml:ro"
     restart: unless-stopped
 
   grafana:
     image: grafana/grafana
     restart: unless-stopped
     depends_on:
     - prometheus
     environment:
       GF_SERVER_ROOT_URL: http://localhost:5080/grafana
     volumes:
       - "./conf/grafana/provisioning:/etc/grafana/provisioning:ro"
       - "./conf/grafana/dashboards:/var/lib/grafana/dashboards"
 
   nginx:
     image: nginx
     volumes:
       - "./conf/nginx.conf:/etc/nginx/nginx.conf:ro"
     ports:
       - 5080:5080
 
 # Scheduler
 
   swh-scheduler-db:
     image: postgres:11
     env_file:
       - ./env/scheduler-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-scheduler-api:
     image: swh/stack
     build: ./
     env_file:
       - ./env/scheduler-db.env
       - ./env/scheduler.env
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
     entrypoint: /entrypoint.sh
     depends_on:
       - swh-scheduler-db
     ports:
       - 5008:5008
     volumes:
       - "./conf/scheduler.yml:/scheduler.yml:ro"
       - "./services/swh-scheduler-api/entrypoint.sh:/entrypoint.sh:ro"
 
   swh-scheduler-listener:
     image: swh/stack
     build: ./
     env_file:
       - ./env/scheduler-db.env
       - ./env/scheduler.env
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
     entrypoint: /entrypoint.sh
     command: start-listener
     depends_on:
       - swh-scheduler-api
       - amqp
     volumes:
       - "./conf/scheduler.yml:/scheduler.yml:ro"
       - "./services/swh-scheduler-worker/entrypoint.sh:/entrypoint.sh:ro"
 
   swh-scheduler-runner:
     image: swh/stack
     build: ./
     env_file:
       - ./env/scheduler-db.env
       - ./env/scheduler.env
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
     entrypoint: /entrypoint.sh
     command: start-runner -p 10
     depends_on:
       - swh-scheduler-api
       - amqp
     volumes:
       - "./conf/scheduler.yml:/scheduler.yml:ro"
       - "./services/swh-scheduler-worker/entrypoint.sh:/entrypoint.sh:ro"
 
 # Graph storage
 
   swh-storage-db:
     image: postgres:11
     env_file:
       - ./env/storage-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-storage:
     image: swh/stack
     build: ./
     ports:
       - 5002:5002
     depends_on:
       - swh-storage-db
       - swh-objstorage
       - kafka
     env_file:
       - ./env/storage-db.env
     environment:
       SWH_CONFIG_FILENAME: /storage.yml
       STORAGE_BACKEND: postgresql
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/storage.yml:/storage.yml:ro"
       - "./services/swh-storage/entrypoint.sh:/entrypoint.sh:ro"
 
 # Object storage
 
   swh-objstorage:
     build: ./
     image: swh/stack
     ports:
       - 5003:5003
     environment:
       SWH_CONFIG_FILENAME: /objstorage.yml
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/objstorage.yml:/objstorage.yml:ro"
       - "./services/swh-objstorage/entrypoint.sh:/entrypoint.sh:ro"
 
 # Indexer storage
 
   swh-idx-storage-db:
     image: postgres:11
     env_file:
       - ./env/indexers-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-idx-storage:
     image: swh/stack
     build: ./
     ports:
       - 5007:5007
     depends_on:
       - swh-idx-storage-db
     env_file:
       - ./env/indexers-db.env
     environment:
       SWH_CONFIG_FILENAME: /indexer_storage.yml
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/indexer_storage.yml:/indexer_storage.yml:ro"
       - "./services/swh-indexer-storage/entrypoint.sh:/entrypoint.sh:ro"
 
 # Web interface
 
   swh-web:
     build: ./
     image: swh/stack
     ports:
       - 5004:5004
     depends_on:
       - swh-objstorage
       - swh-storage
       - swh-idx-storage
     environment:
       VERBOSITY: 3
       DJANGO_SETTINGS_MODULE: swh.web.settings.development
       SWH_CONFIG_FILENAME: /web.yml
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/web.yml:/web.yml:ro"
       - "./services/swh-web/entrypoint.sh:/entrypoint.sh:ro"
 
   swh-deposit-db:
     image: postgres:11
     env_file:
       - ./env/deposit-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-deposit:
     image: swh/stack
     build: ./
     ports:
       - 5006:5006
     depends_on:
       - swh-deposit-db
       - swh-scheduler-api
+    environment:
+      VERBOSITY: 3
+      SWH_CONFIG_FILENAME: /deposit.yml
+      DJANGO_SETTINGS_MODULE: swh.deposit.settings.production
     env_file:
       - ./env/deposit-db.env
-      - ./env/deposit.env
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/deposit.yml:/deposit.yml:ro"
       - "./services/swh-deposit/entrypoint.sh:/entrypoint.sh:ro"
 
   swh-vault-db:
     image: postgres:11
     env_file:
       - ./env/vault-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-vault-api:
     image: swh/stack
     build: ./
     env_file:
       - ./env/vault-db.env
     environment:
       SWH_CONFIG_FILENAME: /vault-api.yml
     command: server
     ports:
       - 5005:5005
     depends_on:
       - swh-vault-db
       - swh-objstorage
       - swh-storage
       - swh-scheduler-api
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/vault-api.yml:/vault-api.yml:ro"
       - "./services/swh-vault/entrypoint.sh:/entrypoint.sh:ro"
 
   swh-vault-worker:
     image: swh/stack
     build: ./
     command: worker
     environment:
       SWH_CONFIG_FILENAME: /cooker.yml
     depends_on:
       - swh-vault-api
       - swh-storage
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/vault-worker.yml:/cooker.yml:ro"
       - "./services/swh-vault/entrypoint.sh:/entrypoint.sh:ro"
 
 
 # Lister Celery workers
 
   swh-listers-db:
     image: postgres:11
     env_file:
       - ./env/listers-db.env
     environment:
       # unset PGHOST as db service crashes otherwise
       PGHOST:
 
   swh-lister:
     image: swh/stack
     build: ./
     env_file:
       - ./env/listers-db.env
       - ./env/listers.env
     user: swh
     environment:
       STATSD_HOST: prometheus-statsd-exporter
       STATSD_PORT: 9125
       SWH_WORKER_INSTANCE: listers
       SWH_CONFIG_FILENAME: /lister.yml
     depends_on:
       - swh-listers-db
       - swh-scheduler-api
       - swh-scheduler-runner
       - swh-storage
       - amqp
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/lister.yml:/lister.yml:ro"
       - "./services/swh-listers-worker/entrypoint.sh:/entrypoint.sh:ro"
 
 # Loader Celery workers
 
   swh-loader:
     image: swh/stack
     build: ./
     env_file:
       - ./env/listers.env
     user: swh
     environment:
       STATSD_HOST: prometheus-statsd-exporter
       STATSD_PORT: 9125
       SWH_WORKER_INSTANCE: loader
       SWH_CONFIG_FILENAME: /loader.yml
     entrypoint: /entrypoint.sh
     depends_on:
       - swh-storage
       - amqp
     volumes:
       - "./conf/loader.yml:/loader.yml:ro"
       - "./services/swh-loaders-worker/entrypoint.sh:/entrypoint.sh:ro"
 
 # Indexer Celery workers
 
   swh-indexer:
     image: swh/stack
     build: ./
     user: swh
     env_file:
       - ./env/indexers-db.env
       - ./env/indexers.env
     environment:
       STATSD_HOST: prometheus-statsd-exporter
       STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     depends_on:
       - swh-scheduler-runner
       - swh-idx-storage
       - swh-storage
       - swh-objstorage
       - amqp
     volumes:
       - "./conf/indexer.yml:/indexer.yml:ro"
       - "./services/swh-indexer-worker/entrypoint.sh:/entrypoint.sh:ro"
 
 # Journal related
 
   swh-indexer-journal-client:
     image: swh/stack
     build: ./
     entrypoint: /entrypoint.sh
     depends_on:
       - kafka
       - swh-storage
       - swh-scheduler-api
     volumes:
       - "./conf/indexer_journal_client.yml:/etc/softwareheritage/indexer/journal_client.yml:ro"
       - "./services/swh-indexer-journal-client/entrypoint.sh:/entrypoint.sh:ro"
diff --git a/env/deposit.env b/env/deposit.env
deleted file mode 100644
index a57d67f..0000000
--- a/env/deposit.env
+++ /dev/null
@@ -1,2 +0,0 @@
-SWH_CONFIG_FILENAME=/deposit.yml
-DJANGO_SETTINGS_MODULE=swh.deposit.settings.production
diff --git a/services/swh-deposit/entrypoint.sh b/services/swh-deposit/entrypoint.sh
index 58e5406..8b6994f 100755
--- a/services/swh-deposit/entrypoint.sh
+++ b/services/swh-deposit/entrypoint.sh
@@ -1,35 +1,35 @@
 #!/bin/bash
 
 set -ex
 
 source /srv/softwareheritage/utils/pyutils.sh
 setup_pip
 
 source /srv/softwareheritage/utils/pgsql.sh
 setup_pgsql
 
 if [ "$1" = 'shell' ] ; then
     exec bash -i
 else
 
     wait_pgsql
 
     echo "Migrating db"
-    django-admin migrate --settings=swh.deposit.settings.production
+    django-admin migrate --settings=${DJANGO_SETTINGS_MODULE}
 
     swh-deposit admin user exists test || \
         swh-deposit admin user create \
                     --username test \
                     --password test \
                     --provider-url https://softwareheritage.org \
                     --domain softwareheritage.org
 
     echo "starting swh-deposit server"
     exec gunicorn --bind 0.0.0.0:5006 \
                   --reload \
                   --threads 2 \
                   --workers 2 \
                   --log-level DEBUG \
                   --timeout 3600 \
                   'django.core.wsgi:get_wsgi_application()'
 fi