Where can I find my Loop API Token?

Go to your Loop Admin Portal, navigate to Settings > Manage API tokens, and generate a new token with Admin scopes.

Does this work with headless Shopify stores?

Yes, this server uses the Admin API, which manages the subscription data regardless of the storefront implementation.

Can I resume a subscription that was cancelled?

Generally, only 'Paused' subscriptions can be resumed. Cancelled subscriptions might need to be recreated depending on your Loop configuration.

Loop Subscriptions MCP Server for AutoGen 9 tools — connect in under 2 minutes

Name: Loop Subscriptions
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 9 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Loop Subscriptions as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="loop_subscriptions_agent",
            tools=tools,
            system_message=(
                "You help users with Loop Subscriptions. "
                "9 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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About Loop Subscriptions MCP Server

Empower your AI agents to handle Loop Subscriptions directly. This server allows you to monitor and manage recurring revenue, customer profiles, and subscription lifecycles on Shopify.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Loop Subscriptions tools. Connect 9 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Subscription Control — List, inspect, pause, resume, or cancel subscriptions instantly
Order Orchestration — Monitor upcoming orders and skip next deliveries when requested by customers
Customer Management — Access detailed profiles and subscription history for your users
Operational Visibility — Track the status and health of your recurring business through simple natural language commands

The Loop Subscriptions MCP Server exposes 9 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Loop Subscriptions to AutoGen via MCP

Follow these steps to integrate the Loop Subscriptions MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 9 tools from Loop Subscriptions automatically

Why Use AutoGen with the Loop Subscriptions MCP Server

AutoGen provides unique advantages when paired with Loop Subscriptions through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Loop Subscriptions tools to solve complex tasks

Role-based architecture lets you assign Loop Subscriptions tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Loop Subscriptions tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Loop Subscriptions tool responses in an isolated environment

Loop Subscriptions + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Loop Subscriptions MCP Server delivers measurable value.

Collaborative analysis: one agent queries Loop Subscriptions while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Loop Subscriptions, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Loop Subscriptions data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Loop Subscriptions responses in a sandboxed execution environment

Loop Subscriptions MCP Tools for AutoGen (9)

These 9 tools become available when you connect Loop Subscriptions to AutoGen via MCP:

cancel_subscription

Optional reason can be provided. Cancel a subscription

get_customer

Get customer details

get_subscription

Get detailed info for a single subscription

list_customers

List all customers with active or past subscriptions

list_orders

List subscription orders

list_subscriptions

List all Loop Subscriptions

pause_subscription

You can optionally provide a resume date. Pause an active subscription

resume_subscription

Resume a paused subscription

skip_next_order

Skip the next scheduled order

Example Prompts for Loop Subscriptions in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Loop Subscriptions immediately.

"List my active subscriptions."

"Pause subscription #12345 until 2026-12-01."

"Skip the next delivery for customer 'John Doe'."

Troubleshooting Loop Subscriptions MCP Server with AutoGen

Common issues when connecting Loop Subscriptions to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Loop Subscriptions + AutoGen FAQ

Common questions about integrating Loop Subscriptions MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Loop Subscriptions tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.