diff --git a/scripts/install b/scripts/install
index 8537242..aa96d73 100755
--- a/scripts/install
+++ b/scripts/install
@@ -66,7 +66,7 @@ fetch_and_extract /opt/yunohost/ihatemoney/src/ ihatemoney
 # Prepare venv
 init_virtualenv
 sudo /opt/yunohost/ihatemoney/venv/bin/pip install -r /opt/yunohost/ihatemoney/src/requirements.txt
-sudo /opt/yunohost/ihatemoney/venv/bin/pip install gunicorn>=19.3.0 MySQL-python
+sudo /opt/yunohost/ihatemoney/venv/bin/pip install 'gunicorn>=19.3.0' PyMySQL
 
 # Fix permissions
 fix_permissions /opt/yunohost/ihatemoney/src
diff --git a/scripts/upgrade b/scripts/upgrade
index 98b06ac..7f05d74 100755
--- a/scripts/upgrade
+++ b/scripts/upgrade
@@ -55,7 +55,7 @@ fix_permissions ${INSTALL_DIR}/src-new/
 
 # Upgrade dependencies
 sudo ${PIP} install -r ${NEW_REQUIREMENTS}
-sudo ${PIP} install gunicorn>=19.3.0 MySQL-python
+sudo ${PIP} install 'gunicorn>=19.3.0' 'PyMySQL'
 
 # Everything went ok ? Let's keep this code.
 sudo rm -rf ${INSTALL_DIR}/src
@@ -95,5 +95,13 @@ then
 fi
 
 
+
+# MIGRATION: Switch Python-MySQL -> PyMySQL
+
+# Python-MySQL is no longer maintained and does not support Py3
+sudo sed -i "s@'mysql://@'mysql+pymysql://@g" ${ihatemoney_conf_path}
+
+
+
 # Restart backend
 sudo supervisorctl restart budget