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How to Use the CellarPass MCP in AutoGen

Deploy cooperating AutoGen agents to negotiate bookings and analyze guest history.

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AutoGen

Connect CellarPass MCP to AutoGen

Create your Vinkius account to connect CellarPass 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.

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Let AutoGen agents resolve reservation conflicts

`check_availability` provides the ground truth when your AutoGen booking agents debate winery schedule conflicts. One agent represents the guest's preferred time, while another manages the winery's capacity constraints. They debate the optimal slot over the AutoGen conversation thread and converge on a solution that works for both parties. This consensus-driven approach prevents winery overbooking while maximizing tasting room occupancy.

Analyze VIP history using this MCP Server

`search_guests` retrieves spending history and VIP status for arriving winery visitors. In your AutoGen setup, a hospitality agent analyzes this data and debates with a kitchen agent to plan a custom pairing menu. The AutoGen agents negotiate the menu based on the guest's past winery preferences and spending level. You get a fully customized service plan before the guest even walks through the door.

Allocate winery resources across multiple venues

`list_venues` fetches all physical winery locations to help your AutoGen agents coordinate staff and inventory. A resource agent cross-references this list with daily bookings to balance the workload. The AutoGen agents shift staff or inventory based on which venue has the highest booking density. This automated coordination keeps your tasting rooms running efficiently without manual scheduling.

Setup guide

Set up CellarPass MCP in AutoGen

Prerequisites

  • Python 3.10+ installed
  • autogen-ext[mcp] package
  • Active Vinkius subscription with a valid endpoint token
  1. 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. 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. 3

    Run your agent

    Pass the tools to AssistantAgent and call agent.run(). The agent invokes CellarPass 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="CellarPass_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

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

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Common questions about CellarPass MCP in AutoGen

Install autogen-ext[mcp] and use mcp_server_tools with your Vinkius HTTP transport parameters. Pass the resulting tool list directly to your AssistantAgent constructor.
Yes, you can set up a multi-agent group chat where AutoGen agents use get_reservation to review booking details and negotiate adjustments before finalizing them.
Vinkius manages all API traffic and connection states to prevent rate limit issues during intense AutoGen conversations. Your agents can query availability repeatedly without triggering blocks.
No, the McpToolAdapter automatically translates the server's tool schemas into the format AutoGen expects. This allows immediate tool execution out of the box.
All reservation logs and guest profiles are processed within isolated V8 containers. Your sensitive winery data is never exposed to external networks or stored in persistent logs.

Start using the CellarPass MCP today

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