diff --git a/ChangeLog.rst b/ChangeLog.rst
index 9e3ba69..1bb01b7 100644
--- a/ChangeLog.rst
+++ b/ChangeLog.rst
@@ -5,6 +5,7 @@ ChangeLog
 ----------------
 
 - Support of pip trusted host config in wheel builder.
+- Retrieve image manifest digest from registry.
 
 
 5.2 (2017-07-18)
diff --git a/src/grocker/__main__.py b/src/grocker/__main__.py
index 908aac5..dc50328 100644
--- a/src/grocker/__main__.py
+++ b/src/grocker/__main__.py
@@ -134,7 +134,10 @@ def build(release, build_dependencies, build_image, push, **kwargs):
         else:
             logger.info('Pushing image...')
             image = builders.docker_push_image(docker_client, image_name)
-            collect['hash'] = [x.split('@')[1] for x in image.attrs['RepoDigests']][0]
+            collect['hash'] = (
+                builders.get_manifest_digest(image_name)
+                or [x.split('@')[1] for x in image.attrs['RepoDigests']][0]
+            )
 
     if kwargs['result_file']:
         helpers.dump_yaml(kwargs['result_file'], collect)
diff --git a/src/grocker/builders/__init__.py b/src/grocker/builders/__init__.py
index 59ecfdb..389371f 100644
--- a/src/grocker/builders/__init__.py
+++ b/src/grocker/builders/__init__.py
@@ -7,7 +7,7 @@
 from .build import build_runner_image
 from . import naming
 from . import op
-from .op import docker_push_image, is_prefixed_image
+from .op import docker_push_image, get_manifest_digest, is_prefixed_image
 from .wheels import compile_wheels
 
 
@@ -16,6 +16,7 @@
     'docker_push_image',
     'is_prefixed_image',
     'compile_wheels',
+    'get_manifest_digest',
     'get_or_build_root_image',
     'get_or_build_compiler_image',
 ]
diff --git a/src/grocker/builders/op.py b/src/grocker/builders/op.py
index 728ac61..cfddbb7 100644
--- a/src/grocker/builders/op.py
+++ b/src/grocker/builders/op.py
@@ -11,6 +11,8 @@
 import docker.errors
 import docker.utils.json_stream
 
+import requests
+
 from .. import __version__
 from .. import helpers
 from .. import six
@@ -88,6 +90,16 @@ def docker_push_image(docker_client, name):
     return docker_client.images.get(name)
 
 
+def get_manifest_digest(name):
+    registry_repository, tag = name.split(':', 1)
+    if '.' not in registry_repository:  # Docker Hub
+        return None  # Docker HUB API is not documented
+
+    registry, repository = registry_repository.split('/', 1)
+    response = requests.head('https://{}/v2/{}/manifests/{}'.format(registry, repository, tag))
+    return response.headers['Docker-Content-Digest']
+
+
 def docker_run_container(docker_client, name, command, volumes=None, environment=None):
     logger.info(
         'Running %s on image %s (volumes:%s, environment:%s)',