How to log in to Multilogin with Python

Written by Marcelo B ( Updated on November 26th, 2025 )

Updated on November 26th, 2025

Connecting to Multilogin from multiple devices or servers manually can be time-consuming. To automate this process, you can use the Paramiko library in Python.

In this article, you will learn how to do this using our script example. It iterates through a list of servers, each with its own credentials, and executes connection commands.

If you are not sure where to start with the running and editing the script – you can refer to the first 4 steps of the following article: Getting started with automation scripting.

Before you start

Ensure your devices or servers are accessible via SSH with password authentication

The SSH command for connecting to the device/server:

ssh user@exampleIP

For Windows, you have to install OpenSSH Client feature or PuTTy.
Install Python and libraries below on each device or server:
1. requests
2. paramiko
  
  For PC or server, where you try to connect your script, you will have to install it via terminal or similar tool.
  
  Consider using the following commands there for installing Python and modules:
  
  python3
  
  pip install requests
  
  pip install paramiko
Save the script auto.py on your local device
Save the script signinmlx.py on additional devices or servers

Make sure to put the script in the root or home (in case of Linux) folder of the PC, which you are going to connect.
Insert your values into the below variables in the script signinmlx.py:
1. USERNAME: your Multilogin X account email
2. PASSWORD: your Multilogin X account password (MD5 encryption is not required)
Insert your values into the below variables in the script auto.py:
1. SERVER-USERNAME
2. SERVER-PASSWORD
3. SERVER-IP

You will receive a token, which can be used for various actions in API (the result is similar to Sign In API request).

Running the script

The script examples below contain basic setup that allows you to log in to your Multilogin X account on several servers. Additionally, you can:

Add profile actions you want to trigger after sign in using signinmlx.py
Add more commands you want to execute on remote servers using auto.py
Add more servers to the parameter “users_credentials_and_ips” using auto.py

signinmlx.py

import requests
from hashlib import md5

# Input your Multilogin X account credentials
USERNAME = ""
PASSWORD = ""

MLX_BASE = "https://api.multilogin.com"
MLX_LAUNCHER = "https://launcher.mlx.yt:45001/api/v1"
HEADERS = {"Accept": "application/json", "Content-Type": "application/json"}

# Function
def sign_in(username, password):
    # HTTP requests to APIs
    sign_url = "https://api.multilogin.com/user/signin"
    HEADERS = {
        "Accept": "application/json",
        "Content-Type": "application/json",
    }
    Payload = {
        "email": username,
        "password": str(md5(password.encode()).hexdigest()),
    }
    # POST request
    resp = requests.post(sign_url, json=Payload, headers=HEADERS)
    resp_json = resp.json()
    # got bearer token
    token = resp_json["data"]["token"]
    return token

# PART 1
token = sign_in(USERNAME, PASSWORD)
HEADERS["Authorization"] = "Bearer " + token

print("token: " + token, end="")

auto.py

import paramiko

# Define the commands to run
commands = [
    # "mlx &",
    "python3 signinmlx.py"
]

# Define the list of users, passwords, and their corresponding IPs
users_credentials_and_ips = [
    # ("SERVER-USERNAME", "SERVER-PASSWORD", "SERVER-IP"),
    ("SERVER-USERNAME", "SERVER-PASSWORD", "SERVER-IP"),
]

# Iterate over each user, password, and IP
for user, password, ip in users_credentials_and_ips:
    print(f"Connecting to {user}@{ip}")
    try:
        # Connect to the SSH server with password authentication
        ssh_client = paramiko.SSHClient()
        ssh_client.set_missing_host_key_policy(paramiko.AutoAddPolicy())
        ssh_client.connect(hostname=ip, username=user, password=password)

        # Execute each command
        for cmd in commands:
            print(f"Running command: {cmd}")
            stdin, stdout, stderr = ssh_client.exec_command(cmd)
            output = stdout.read().decode("utf-8")
            error = stderr.read().decode("utf-8")
            if output:
                print(output)
            if error:
                print(error)

        # Close the SSH connection
        ssh_client.close()
    except Exception as e:
        print(f"Error connecting to {user}@{ip}: {str(e)}")

Video guide

In this guide, we show how to run the auto.py and signinmlx.py scripts on a local machine with Windows 10 and a VirtualBox server with Ubuntu 20.

This article includes third-party links that we don’t officially endorse.

auto login automatic log in to multilogin script example

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