diff --git a/elastic-ctr-cli/service_auto_port.py b/elastic-ctr-cli/service_auto_port.py
new file mode 100644
index 0000000000000000000000000000000000000000..79bd1a78bcb33e75ddb60d86bb09a11bf362b249
--- /dev/null
+++ b/elastic-ctr-cli/service_auto_port.py
@@ -0,0 +1,32 @@
+import time
+import os
+import socket
+
+
+def net_is_used(port, ip='0.0.0.0'):
+    s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+    try:
+        s.connect((ip, port))
+        s.shutdown(2)
+        print('Error: %s:%d is used' % (ip, port))
+        return True
+    except:
+        #print('%s:%d is unused' % (ip, port))
+        return False
+
+os.system("ps -ef | grep ${USER} | grep mlflow | awk {'print $2'} | xargs kill -9 >/dev/null 2>&1")
+os.system("ps -ef | grep ${USER} | grep gunicorn | awk {'print $2'} | xargs kill -9 >/dev/null 2>&1")
+
+current_port = 8100
+while True:
+    if os.path.exists("./mlruns"):
+        if not net_is_used(current_port):
+            os.system("mlflow server --default-artifact-root ./mlruns/0 --host 0.0.0.0 --port " + str(current_port) + " >/dev/null 2>&1 &")
+            time.sleep(3)
+            print("mlflow ready, started at port" + str(current_port) + "!")
+            exit(0)
+        else:
+            current_port = current_port + 1
+            continue
+    else:
+        time.sleep(30)