diff --git a/.github/workflows/cli-integration.yml b/.github/workflows/cli-integration.yml
index b459b60da..af3da7337 100644
--- a/.github/workflows/cli-integration.yml
+++ b/.github/workflows/cli-integration.yml
@@ -19,10 +19,14 @@ jobs:
 
       - name: Build Docker image
         run: |
+          docker login -u "$DOCKER_LOGIN" --password-stdin <<<"$DOCKER_TOKEN"
           docker build \
             -t dandiarchive/dandiarchive-api \
             -f dev/django-public.Dockerfile \
             .
+        env:
+          DOCKER_LOGIN: ${{ secrets.DOCKER_LOGIN }}
+          DOCKER_TOKEN: ${{ secrets.DOCKER_TOKEN }}
 
       - name: Export Docker image
         run: |