diff --git a/gitlab-toolbox/Dockerfile b/gitlab-toolbox/Dockerfile
index ed7a404c8c367bc9cec75f7a7b61e72c67eef9e9..a930926cb7cc35a7ed45127d937b596f6671bd75 100644
--- a/gitlab-toolbox/Dockerfile
+++ b/gitlab-toolbox/Dockerfile
@@ -13,6 +13,7 @@ FROM ${FROM_IMAGE}:${TAG}
 ARG AWSCLI_VERSION="1.22.44"
 ARG S3CMD_VERSION="2.2.0"
 ARG GSUTIL_VERSION="4.43"
+ARG AZCOPY_VERSION="v10"
 
 COPY --from=python /usr/local/bin /usr/local/bin/
 COPY --from=python /usr/local/lib /usr/local/lib/
@@ -32,6 +33,11 @@ RUN apt-get update \
   && pip3 cache purge \
   && find /usr/local/lib/python3.8 -name '__pycache__' -type d -print -exec rm -r {} + \
   && apt-get purge -y --auto-remove gcc \
+  && mkdir /tmp/azcopy \
+  && curl -sL "https://aka.ms/downloadazcopy-${AZCOPY_VERSION}-linux" | \
+     tar xzf - -C /tmp/azcopy --strip-components=1 \
+  && cp /tmp/azcopy/azcopy /usr/local/bin && chmod 755 /usr/local/bin/azcopy \
+  && rm -rf /tmp/azcopy \
   && rm -rf /var/lib/apt/lists/*
 
 ARG GITLAB_USER=git
diff --git a/gitlab-toolbox/Dockerfile.build.ubi8 b/gitlab-toolbox/Dockerfile.build.ubi8
index a45db934d43be77f5edeafac8eaa1945c79534e0..c21c0e5c7b7815694e388d28e0bb7c70454a0621 100644
--- a/gitlab-toolbox/Dockerfile.build.ubi8
+++ b/gitlab-toolbox/Dockerfile.build.ubi8
@@ -5,6 +5,8 @@ FROM ${BUILD_IMAGE}
 ARG AWSCLI_VERSION=1.22.44
 ARG S3CMD_VERSION=2.2.0
 ARG GSUTIL_VERSION=4.42
+ARG AZCOPY_VERSION="v10"
+
 ARG DNF_OPTS
 
 ADD gitlab-python.tar.gz /
@@ -15,6 +17,11 @@ RUN dnf ${DNF_OPTS} install -by --nodocs gcc \
     && pip3 install awscli==${AWSCLI_VERSION} s3cmd==${S3CMD_VERSION} gsutil==${GSUTIL_VERSION} crcmod \
     && pip3 cache purge \
     && find /usr/local/lib/python3.8 -name '__pycache__' -type d -exec rm -r {} + \
+    && mkdir /tmp/azcopy \
+    && curl -sL "https://aka.ms/downloadazcopy-${AZCOPY_VERSION}-linux" | \
+       tar xzf - -C /tmp/azcopy --strip-components=1 \
+    && cp /tmp/azcopy/azcopy /usr/local/bin && chmod 755 /usr/local/bin/azcopy \
+    && rm -rf /tmp/azcopy \
     && mv /tmp/gitaly/usr/local/bin/gitaly-backup /usr/local/bin \
     && cp -R --parents \
         /usr/local/lib/python3.8/site-packages \