diff --git a/services/swh-indexer-journal-client/entrypoint.sh b/services/swh-indexer-journal-client/entrypoint.sh
--- a/services/swh-indexer-journal-client/entrypoint.sh
+++ b/services/swh-indexer-journal-client/entrypoint.sh
@@ -2,16 +2,8 @@
 
 set -e
 
-if [[ -d /src ]] ; then
-    for srcrepo in /src/swh-* ; do
-      pushd $srcrepo
-      pip install -e .
-      popd
-    done
-fi
-
-echo Installed Python packages:
-pip list
+source /srv/softwareheritage/utils/pyutils.sh
+setup_pip
 
 case "$1" in
     "shell")
diff --git a/services/swh-journal-publisher/entrypoint.sh b/services/swh-journal-publisher/entrypoint.sh
deleted file mode 100755
--- a/services/swh-journal-publisher/entrypoint.sh
+++ /dev/null
@@ -1,24 +0,0 @@
-#!/bin/bash
-
-set -e
-
-if [[ -d /src ]] ; then
-    for srcrepo in /src/swh-* ; do
-      pushd $srcrepo
-      pip install -e .
-      popd
-    done
-fi
-
-echo Installed Python packages:
-pip list
-
-case "$1" in
-    "shell")
-      exec bash -i
-      ;;
-    *)
-      echo "Starting swh-journal-publisher"
-      exec wait-for-it kafka:9092 -s --timeout=0 -- swh-journal publisher
-      ;;
-esac
diff --git a/services/swh-storage-listener/entrypoint.sh b/services/swh-storage-listener/entrypoint.sh
deleted file mode 100755
--- a/services/swh-storage-listener/entrypoint.sh
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/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 "Starting swh-storage-listener"
-      exec wait-for-it kafka:9092 -s --timeout=0 -- python3 -m swh.storage.listener
-      ;;
-esac