diff --git a/dump.sh b/dump.sh
index 259140b2..fafdff37 100755
--- a/dump.sh
+++ b/dump.sh
@@ -1,8 +1,19 @@
 #!/bin/bash -e
 
-psql -h localhost -U "$POSTGRES_USER" -d postgres -c "drop database if exists $POSTGRES_DB;"
-psql -h localhost -U "$POSTGRES_USER" -d postgres -c "create database $POSTGRES_DB;"
+export PGPASSWORD="$POSTGRES_PASSWORD"
+
+sql() {
+    psql -h localhost -U "$POSTGRES_USER" -d $1 -c "$2"
+}
+
+sql postgres "drop database if exists $POSTGRES_DB;"
+sql postgres "create database $POSTGRES_DB;"
+
+# We exclude some tables:
+#
+# - 'serverdb_*' because it is huge and usually not needed locally
+# - 'apps_application' because it contains access tokens for production
 ssh "$REMOTE_DB" \
-    "pg_dump -O -x --exclude-table-data='serverdb_*' -d serveradmin | gzip -9 -c " \
+    "pg_dump -O -x --exclude-table-data='serverdb_*' --exclude-table-data='apps_application' -d serveradmin | gzip -9 -c " \
     | gunzip -c \
-    | psql -h localhost -U "$POSTGRES_USER" -d "$POSTGRES_DB"
\ No newline at end of file
+    | psql -h localhost -U "$POSTGRES_USER" -d "$POSTGRES_DB"