diff --git a/deployment/docker/standalone/Dockerfile b/deployment/docker/standalone/Dockerfile
index 9afd78432..0513a092f 100644
--- a/deployment/docker/standalone/Dockerfile
+++ b/deployment/docker/standalone/Dockerfile
@@ -24,6 +24,8 @@ RUN git clone --recursive --depth 1 https://github.com/pretix/pretix.git /pretix
 WORKDIR /pretix/src
 
 RUN pip3 install -r requirements.txt
+RUN pip3 install -r requirements/mysql.txt
+RUN pip3 install -r requirements/postgres.txt
 RUN pip3 install gunicorn
 
 RUN make production
diff --git a/src/requirements/mysql.txt b/src/requirements/mysql.txt
new file mode 100644
index 000000000..0095ffd8d
--- /dev/null
+++ b/src/requirements/mysql.txt
@@ -0,0 +1,2 @@
+--allow-external mysql-connector-python 
+mysql-connector-python
diff --git a/src/requirements/postgres.txt b/src/requirements/postgres.txt
new file mode 100644
index 000000000..6ccfa4b1a
--- /dev/null
+++ b/src/requirements/postgres.txt
@@ -0,0 +1,2 @@
+psycopg2
+