diff --git a/kanboard/setup.sh b/kanboard/setup.sh
index 87d8a7d..622ff49 100755
--- a/kanboard/setup.sh
+++ b/kanboard/setup.sh
@@ -17,7 +17,7 @@ chown -R 8009:8009 /srv/kanboard/data
 envsubst <${SOURCE_DIR}/srv/kanboard/conf/config.php >/srv/kanboard/conf/config.php
 export KANBOARD_ADMIN_USER=admin
 export KANBOARD_ADMIN_PWD=$(head -c 12 /dev/urandom | base64)
-export KANBOARD_ADMIN_HASH=$(lxc-execute kanboard -- php -r "echo password_hash('${KANBOARD_ADMIN_PWD}', PASSWORD_BCRYPT);")
+export KANBOARD_ADMIN_HASH=$(python3 -c "import bcrypt; print(bcrypt.hashpw('${KANBOARD_ADMIN_PWD}'.encode(), bcrypt.gensalt()).decode().replace('2b', '2y'))")
 envsubst <${SOURCE_DIR}/adminpwd.sql | lxc-attach -u 5432 -g 5432 postgres -- psql kanboard
 vmmgr update-login kanboard "${KANBOARD_ADMIN_USER}" "${KANBOARD_ADMIN_PWD}"
 
diff --git a/sigmah/setup.sh b/sigmah/setup.sh
index 0fc1de2..043f866 100755
--- a/sigmah/setup.sh
+++ b/sigmah/setup.sh
@@ -23,10 +23,7 @@ wget https://github.com/sigmah-dev/sigmah/releases/download/v2.0.2/sigmah-newOrg
 export SIGMAH_ADMIN_USER=Admin
 export SIGMAH_ADMIN_EMAIL=admin@example.com
 export SIGMAH_ADMIN_PWD=$(head -c 12 /dev/urandom | base64)
-# TODO: python-bcrypt
-apk --no-cache add apache2-utils
-export SIGMAH_ADMIN_HASH=$(htpasswd -bnBC 10 "" ${SIGMAH_ADMIN_PWD} | tr -d ':\n' | sed 's/$2y/$2a/')
-apk --no-cache del apache2-utils
+export SIGMAH_ADMIN_HASH=$(python3 -c "import bcrypt; print(bcrypt.hashpw('${SIGMAH_ADMIN_PWD}'.encode(), bcrypt.gensalt(prefix=b'2a')).decode())")
 sed -i "s|§OrganizationName§|Demo organization|g" /tmp/sigmah-newOrganizationLaunchScript.sql
 sed -i "s|§OrganizationLogoFilename§|logo.png|g" /tmp/sigmah-newOrganizationLaunchScript.sql
 sed -i "s|§HeadquartersCountryCode§|CZ|g" /tmp/sigmah-newOrganizationLaunchScript.sql
diff --git a/ushahidi/setup.sh b/ushahidi/setup.sh
index 31af903..2748c78 100755
--- a/ushahidi/setup.sh
+++ b/ushahidi/setup.sh
@@ -22,8 +22,7 @@ lxc-execute ushahidi -- /srv/ushahidi/platform/bin/phinx migrate -c /srv/ushahid
 # Create admin account
 export USHAHIDI_ADMIN_USER=admin@example.com
 export USHAHIDI_ADMIN_PWD=$(head -c 12 /dev/urandom | base64)
-#TODO: python-bcrypt
-export USHAHIDI_ADMIN_HASH=$(lxc-execute ushahidi -- php -r "echo password_hash('${USHAHIDI_ADMIN_PWD}', PASSWORD_BCRYPT);")
+export USHAHIDI_ADMIN_HASH=$(python3 -c "import bcrypt; print(bcrypt.hashpw('${USHAHIDI_ADMIN_PWD}'.encode(), bcrypt.gensalt()).decode().replace('2b', '2y'))")
 envsubst <${SOURCE_DIR}/adminpwd.sql | lxc-attach mariadb -- mysql ushahidi
 vmmgr update-login ushahidi "${USHAHIDI_ADMIN_USER}" "${USHAHIDI_ADMIN_PWD}"