How to Use the Loops MCP in AutoGen

Q: How do AutoGen agents agree on sending a Loops event?

One agent structures the payload for sendevent, while a second agent verifies the recipient's email format. Once both agree, the tool is called to trigger the Loops journey.

Q: Can an AutoGen agent clean my Loops subscriber list?

Yes, an agent can check suppression status using getcontactsuppression and then use deletecontact if the user is suppressed. This requires consensus between your list manager agent and security agent.

Q: How do AutoGen agents handle Loops template variables?

The sender agent generates the JSON string for sendtransactionalemail variables, and a quality agent checks it against the template requirements before triggering the send.

Q: How do I register the Loops tools with AutoGen using MCP?

You use the mcpservertools adapter with the Vinkius endpoint URL. This registers all ten tools, including testapikey, directly into the AssistantAgent's tool pool.

Let AutoGen agents debate and coordinate campaign sends, contact updates, and transactional events in Loops via this MCP Server.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Loops MCP to AutoGen

Create your Vinkius account to connect Loops to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Loops with AutoGen

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Coordinate Loops events using AutoGen agents

`send_event` triggers automated email campaigns in Loops once your AutoGen agents reach consensus on user segment criteria. An AutoGen marketing agent drafts the Loops event payload, while a compliance agent reviews the recipient list to ensure accuracy. Only after both AutoGen agents agree does the executor agent trigger the Loops event. That's how you prevent accidental Loops campaign blasts to the wrong user segments during AutoGen runs.

Validate Loops transactional templates in AutoGen

`send_transactional_email` is executed by your transactional AutoGen agent only after the validation agent confirms the data variables match the template schema. The AutoGen agents collaborate to verify that all required Loops variables are present before sending. If any variables are missing, the AutoGen validation agent rejects the proposal and requests the correct data. This prevents empty Loops template variables from reaching your customers' inboxes during automated AutoGen workflows.

Manage Loops contacts via AutoGen MCP Server

`delete_contact` is a destructive action that requires strict multi-agent consensus before execution in your AutoGen group. Your AutoGen admin agent proposes the Loops deletion, and a security agent checks the contact's activity status before approving the call. For safer updates, the AutoGen agents use `update_contact` to modify Loops user groups or names. This collaborative AutoGen workflow ensures your Loops subscriber database is modified only under verified conditions.

Setup guide

Set up Loops MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Loops tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Loops_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Loops data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Loops_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Loops data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Loops. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Loops now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Loops MCP in AutoGen

One agent structures the payload for `send_event`, while a second agent verifies the recipient's email format. Once both agree, the tool is called to trigger the Loops journey.

Yes, an agent can check suppression status using `get_contact_suppression` and then use `delete_contact` if the user is suppressed. This requires consensus between your list manager agent and security agent.

The sender agent generates the JSON string for `send_transactional_email` variables, and a quality agent checks it against the template requirements before triggering the send.

You use the `mcp_server_tools` adapter with the Vinkius endpoint URL. This registers all ten tools, including `test_api_key`, directly into the AssistantAgent's tool pool.

The API key is secured via V8 isolate sandboxing on the Vinkius platform. Your AutoGen agents only interact with the MCP tools through a single, secure token, keeping your raw credentials hidden from the agent logs.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript