diff --git a/scripts/setup-adapters.sh b/scripts/setup-adapters.sh
index 632dbd33b7000..675ff4c0291dd 100755
--- a/scripts/setup-adapters.sh
+++ b/scripts/setup-adapters.sh
@@ -84,6 +84,9 @@ function install_gcs-sdk-cpp {
 }
 
 function install_azure-storage-sdk-cpp {
+  # Disable VCPKG to install additional static dependencies under the VCPKG installed path
+  # instead of using system pre-installed dependencies.
+  export AZURE_SDK_DISABLE_AUTO_VCPKG=ON
   vcpkg_commit_id=7a6f366cefd27210f6a8309aed10c31104436509
   github_checkout azure/azure-sdk-for-cpp azure-storage-files-datalake_12.8.0
   sed -i "s/set(VCPKG_COMMIT_STRING .*)/set(VCPKG_COMMIT_STRING $vcpkg_commit_id)/" cmake-modules/AzureVcpkg.cmake