diff --git a/.ci/delete-token.sh b/.ci/delete-token.sh
deleted file mode 100755
index d0fcb55..0000000
--- a/.ci/delete-token.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-token=$1
-curl -A 'ipxe-ca' --header 'Authorization: Bearer '"$TTS_TOKEN"'' -X DELETE https://tt-service.hetzner.cloud/token?token=''"$token"''
diff --git a/.ci/get-token.sh b/.ci/get-token.sh
deleted file mode 100755
index 7674054..0000000
--- a/.ci/get-token.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-resp=$(curl -A 'ipxe-ca' --header 'Authorization: Bearer '"$TTS_TOKEN"'' -X POST https://tt-service.hetzner.cloud/token -o resp.json)
-if grep -q token "resp.json"
-then
-    token=$(cat resp.json | jq -r '.token')
-    echo $token
-else
-    exit 1
-fi
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 654ff86..fefa9f8 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,6 +27,11 @@ jobs:
 
   molecule:
     name: Molecule
+
+    permissions:
+      # Required for hetznercloud/tps-action
+      id-token: write
+
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
@@ -40,11 +45,13 @@ jobs:
       - name: Install ansible and molecule
         run: pip3 install ansible molecule-hetznercloud
 
+      - uses: hetznercloud/tps-action@main
+        with:
+          token: ${{ secrets.HCLOUD_TOKEN }}
+
       - name: Run molecule
         run: |
-          export HCLOUD_TOKEN=$(./.ci/get-token.sh)
           molecule test
-          ./.ci/delete-token.sh ${HCLOUD_TOKEN}
         env:
           TTS_TOKEN: ${{ secrets.TTS_TOKEN }}
           PY_COLORS: '1'