diff --git a/scripts/build/bootstrap/incremental_build_util.py b/scripts/build/bootstrap/incremental_build_util.py
index 28bb70955e..a331cf3bb8 100755
--- a/scripts/build/bootstrap/incremental_build_util.py
+++ b/scripts/build/bootstrap/incremental_build_util.py
@@ -303,7 +303,14 @@ def attach_volume(volume, volume_id, instance_id, timeout=DEFAULT_TIMEOUT):
         if (time.clock() - timeout_init) > timeout:
             print 'ERROR: Timeout reached trying to mount EBS'
             exit(1)
-
+    volume.create_tags(
+        Tags=[
+            {
+                'Key': 'AttachDate',
+                'Value': str(datetime.datetime.today().date())
+            },
+        ]
+    )
     print 'Volume {} has been attached to instance {}'.format(volume_id, instance_id)
 
 
diff --git a/scripts/build/tools/delete_inactive_ebs.py b/scripts/build/tools/delete_inactive_ebs.py
new file mode 100644
index 0000000000..c3fde95863
--- /dev/null
+++ b/scripts/build/tools/delete_inactive_ebs.py
@@ -0,0 +1,99 @@
+#
+# All or portions of this file Copyright (c) Amazon.com, Inc. or its affiliates or
+# its licensors.
+#
+# For complete copyright and license terms please see the LICENSE at the root of this
+# distribution (the "License"). All use of this software is governed by the License,
+# or, if provided, by the license below or the license accompanying this file. Do not
+# remove or modify any license notices. This file is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#
+
+import boto3
+from datetime import datetime, timedelta
+import logging
+log = logging.getLogger(__name__)
+log.setLevel(logging.INFO)
+
+ATTACH_DATE_TAG_NAME = 'AttachDate'
+INACTIVE_DAY_THRESHOLD = 5
+
+
+def get_tag_values(tag_name):
+    """
+    Call Resource Group Tagging API to get all values of a certain tag
+    :param tag_name: Tag name
+    :return: List of all values of the tag
+    """
+    client = boto3.client('resourcegroupstaggingapi')
+    tag_values = []
+    try:
+        response = client.get_tag_values(
+            Key=tag_name
+        )
+        tag_values += response['TagValues']
+        while response and response.get('PaginationToken', ''):
+            response = client.get_tag_values(
+                PaginationToken=response['PaginationToken'],
+                Key=tag_name
+            )
+            tag_values += response['TagValues']
+        return tag_values
+    except Exception as e:
+        log.error(f'Failed to get tag values for {tag_name}.')
+        log.error(e)
+        return []
+
+
+def delete_volumes(inactive_dates):
+    """
+    Find and delete all EBS volumes that have AttachDate tag value in inactive_dates
+    :param inactive_dates: List of String that considered as inactive dates, for example, ["2021-04-27", "2021-04-26"]
+    :return: Number of EBS volumes that are deleted successfully, number of EBS volumes that are not deleted.
+    """
+    success = 0
+    failure = 0
+    ec2_client = boto3.resource('ec2')
+    response = ec2_client.volumes.filter(Filters=[
+        {
+            'Name': f'tag:{ATTACH_DATE_TAG_NAME}',
+            'Values': inactive_dates
+        },
+        {
+            'Name': 'status',
+            'Values': ['available']
+        },
+    ])
+    log.info(f'Deleting inactive EBS volumes that haven\'t been used for {INACTIVE_DAY_THRESHOLD} days...')
+    for volume in response:
+        if volume.attachments:
+            # Double check if volume has an attachment in case the volume is being used.
+            continue
+        try:
+            log.info(f'Deleting volume {volume.volume_id}')
+            volume.delete()
+            success += 1
+        except Exception as e:
+            log.error(f'Failed to delete volume {volume.volume_id}.')
+            log.error(e)
+            failure += 1
+    return success, failure
+
+
+def main():
+    tag_values = get_tag_values(ATTACH_DATE_TAG_NAME)
+    date_today = datetime.today().date()
+    # Exclude dates of last {INACTIVE_DAY_THRESHOLD} days from tag values, the rest values are considered as inactive dates.
+    dates_to_exclude = []
+    for i in range(INACTIVE_DAY_THRESHOLD):
+        dates_to_exclude.append(str(date_today - timedelta(i)))
+    inactive_dates = set(tag_values).difference(dates_to_exclude)
+    if inactive_dates:
+        success, failure = delete_volumes(list(inactive_dates))
+        log.info(f'{success} EBS volumes are deleted successfully.')
+        if failure:
+            log.info(f'{failure} EBS volumes are not deleted due to errors. See logs for more information.')
+
+
+if __name__ == "__main__":
+    main()