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How to Use the InnoVint MCP in AutoGen

Let autonomous AutoGen MCP agents debate cellar actions and verify InnoVint chemistry before making final decisions.

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Connect InnoVint MCP to AutoGen

Create your Vinkius account to connect InnoVint 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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Run consensus-driven cellar operations with AutoGen

You call `list_actions` to let a specialized AutoGen cellar agent analyze the historical treatments applied to a stalling ferment. A separate chemistry agent then challenges those findings by pulling the latest lab results. This multi-agent debate ensures that no physical action is recommended blindly. By forcing the agents to negotiate, you get a highly scrutinized cellar recommendation that respects both historic actions and current chemistry.

Validate additive additions using AutoGen MCP Server tools

Your planning agent executes `list_additives` to determine the chemical limits and standard dosages for a target wine lot. Before writing the cellar work order, a compliance agent reviews the proposed additions against legal thresholds. If the proposed sulfur dioxide addition exceeds regulatory limits, the compliance agent flags the error and demands a recalculation. This automated check prevents costly compliance mistakes in your production logs.

Coordinate multi-winery vessel allocation

You run `list_vessels` to let your logistics agent map out available tank space for the upcoming harvest. A facility agent simultaneously queries `list_wineries` to coordinate intake schedules across different physical locations. The agents negotiate the best routing plan, balancing tank capacities against truck arrival times. You get a coordinated cellar plan without manual scheduling conflicts.

Setup guide

Set up InnoVint 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 InnoVint 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="InnoVint_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

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

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Common questions about InnoVint MCP in AutoGen

Use the `autogen-ext[mcp]` extension to import the tools. Define your server parameters using `StreamableHttpServerParams` with your Vinkius endpoint, then pass the resulting tool list to your `AssistantAgent`.
The framework relies on multi-agent conversation where a coordinator agent weighs inputs from different tools. For example, one agent checks `list_analyses` while another checks `get_vessel`, and they debate the best course of action.
You can configure a dedicated agent to draft work orders based on the output of `get_lot`. The agent structure ensures a second supervisor agent must review and approve the draft before it gets finalized.
Yes, the MCP adapter handles both stdio and Streamable HTTP transports. This flexibility lets you run your agents locally or deploy them in a cloud environment using the same codebase.
Every MCP query to `list_vessels` runs in an isolated V8 sandbox with zero-trust architecture. Vinkius handles the underlying authentication, so your AutoGen agents only need a single endpoint token to securely fetch winery details.

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