diff --git a/scripts/standalone_embed.sh b/scripts/standalone_embed.sh
new file mode 100755
index 0000000000..0618b934fd
--- /dev/null
+++ b/scripts/standalone_embed.sh
@@ -0,0 +1,108 @@
+#!/usr/bin/env bash
+
+# Licensed to the LF AI & Data foundation under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+start() {
+    cat << EOF > embedEtcd.yaml
+listen-client-urls: http://0.0.0.0:2379
+advertise-client-urls: http://0.0.0.0:2379
+EOF
+
+    sudo docker run -d \
+        --name milvus-standalone \
+        --security-opt seccomp:unconfined \
+        -e ETCD_USE_EMBED=true \
+        -e ETCD_DATA_DIR=/var/lib/milvus/etcd \
+        -e ETCD_CONFIG_PATH=/milvus/configs/embedEtcd.yaml \
+        -e COMMON_STORAGETYPE=local \
+        -v $(pwd)/volumes/milvus:/var/lib/milvus \
+        -v $(pwd)/embedEtcd.yaml:/milvus/configs/embedEtcd.yaml \
+        -p 19530:19530 \
+        -p 9091:9091 \
+        -p 2379:2379 \
+        --health-cmd="curl -f http://localhost:9091/healthz" \
+        --health-interval=30s \
+        --health-start-period=90s \
+        --health-timeout=20s \
+        --health-retries=3 \
+        milvusdb/milvus:v2.3.7 \
+        milvus run standalone  1> /dev/null
+
+    if [ $? -ne 0 ]
+    then
+        echo "Start failed."
+        exit 1
+    fi
+
+    echo "Wait for Milvus Starting..."
+    while true
+    do
+        res=`sudo docker ps|grep milvus-standalone|grep healthy|wc -l`
+        if [ $res -eq 1 ]
+        then
+            echo "Start successfully."
+            break
+        fi
+        sleep 1
+    done
+}
+
+stop() {
+    sudo docker stop milvus-standalone 1> /dev/null
+
+    if [ $? -ne 0 ]
+    then
+        echo "Stop failed."
+        exit 1
+    fi
+    echo "Stop successfully."
+
+}
+
+delete() {
+    res=`sudo docker ps|grep milvus-standalone|wc -l`
+    if [ $res -eq 1 ]
+    then
+        echo "Please stop Milvus service before delete."
+        exit 1
+    fi
+    sudo docker rm milvus-standalone 1> /dev/null
+    if [ $? -ne 0 ]
+    then
+        echo "Delete failed."
+        exit 1
+    fi
+    sudo rm -rf $(pwd)/volumes
+    sudo rm -rf $(pwd)/embedEtcd.yaml
+    echo "Delete successfully."
+}
+
+
+case $1 in
+    start)
+        start
+        ;;
+    stop)
+        stop
+        ;;
+    delete)
+        delete
+        ;;
+    *)
+        echo "please use bash standalone_embed.sh start|stop|delete"
+        ;;
+esac