diff --git a/tools/internal_ci/linux/psm-csm-python.sh b/tools/internal_ci/linux/psm-csm-python.sh
index d06b9c35f4c..22c1ac2f994 100755
--- a/tools/internal_ci/linux/psm-csm-python.sh
+++ b/tools/internal_ci/linux/psm-csm-python.sh
@@ -19,8 +19,7 @@ set -eo pipefail
 readonly GITHUB_REPOSITORY_NAME="grpc"
 readonly TEST_DRIVER_INSTALL_SCRIPT_URL="https://raw.githubusercontent.com/${TEST_DRIVER_REPO_OWNER:-grpc}/psm-interop/${TEST_DRIVER_BRANCH:-main}/.kokoro/psm_interop_kokoro_lib.sh"
 ## xDS test server/client Docker images
-## We're only testing Python client for now
-readonly SERVER_IMAGE_NAME="gcr.io/grpc-testing/xds-interop/cpp-server"
+readonly SERVER_IMAGE_NAME="gcr.io/grpc-testing/xds-interop/python-server"
 readonly CLIENT_IMAGE_NAME="gcr.io/grpc-testing/xds-interop/python-client"
 readonly FORCE_IMAGE_BUILD="${FORCE_IMAGE_BUILD:-0}"
 readonly BUILD_APP_PATH="interop-testing/build/install/grpc-interop-testing"
@@ -48,7 +47,7 @@ build_test_app_docker_images() {
     .
 
   docker build \
-    -f tools/dockerfile/interoptest/grpc_interop_cxx_xds/Dockerfile.xds_server \
+    -f src/python/grpcio_tests/tests_py3_only/interop/Dockerfile.server \
     -t "${SERVER_IMAGE_NAME}:${GIT_COMMIT}" \
     .