How to Use the Dutchie Plus MCP in AutoGen

Q: How do I register Dutchie Plus tools with an AutoGen agent?

Use the mcpservertools function from autogen-ext to import the schema. Pass the adapter-generated tools list directly into your AssistantAgent constructor to enable the 10 dispensary tools.

Q: Can I run a Dutchie Plus MCP Server audit agent?

Yes. You can build an audit loop where one agent calls quickenterprisevolumeaudit and another analyzes the results against your historical limits fetched via getdutchieplusmetadata.

Q: Where is the dispensary menu and order data stored?

All retail transactions and menu listings retrieved by listonlinemenus pass through the Vinkius MCP gateway's ephemeral memory. No database logs or customer PII are stored permanently on Vinkius, maintaining strict cannabis compliance.

Run multi-agent debates in AutoGen to resolve Dutchie Plus order fulfillment delays and inventory discrepancies automatically.

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Connect Dutchie Plus MCP to AutoGen

Create your Vinkius account to connect Dutchie Plus 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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Setup Dutchie Plus with AutoGen

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Resolve fulfillment bottlenecks via AutoGen debate

Let specialized agents argue over your retail operations. A logistics agent calls `list_pending_fulfillment_orders` to spot stuck orders, while a store manager agent queries `get_location_details` to check if the dispensary is understaffed. They debate the best path forward in your AutoGen conversation thread. Instead of a single agent making a blind guess, they negotiate a resolution based on live queue data before alerting your physical store staff.

Multi-agent audits using the Dutchie Plus MCP Server

Run complex enterprise audits by dividing the labor using this MCP setup. An auditor agent calls `quick_enterprise_volume_audit` to analyze overall sales velocity, then flags suspicious drops to a security agent. The security agent then uses `get_order_details` to inspect specific high-value transactions. This collaborative workflow ensures no single agent wastes API tokens or rate limits on bulk queries.

Coordinate inventory across cities

Manage multi-store inventories through coordinated agent conversations. One agent uses `search_dispensaries_by_city` to locate regional hubs, while another pulls the corresponding menus using `list_online_menus`. They cross-reference the data to spot regional supply gaps. The agents then present a unified transfer recommendation to your operations team, backed by live data from `list_synced_brands`.

Setup guide

Set up Dutchie Plus 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 Dutchie Plus 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="Dutchie Plus_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Dutchie Plus 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="Dutchie Plus_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Dutchie Plus 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 Dutchie Plus. 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.

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Common questions about Dutchie Plus MCP in AutoGen

The conversational framework passes the JSON outputs of tools like `list_enterprise_orders` directly through the chat history. Both the auditor and manager agents can read and discuss the same order data.

Use the mcp_server_tools function from autogen-ext to import the schema. Pass the adapter-generated tools list directly into your AssistantAgent constructor to enable the 10 dispensary tools.

Yes. You can build an audit loop where one agent calls `quick_enterprise_volume_audit` and another analyzes the results against your historical limits fetched via `get_dutchie_plus_metadata`.

The McpToolAdapter in autogen-ext automatically translates the MCP tool definitions into the format AutoGen's conversational agents expect. You don't have to write custom JSON schemas.

All retail transactions and menu listings retrieved by `list_online_menus` pass through the Vinkius MCP gateway's ephemeral memory. No database logs or customer PII are stored permanently on Vinkius, maintaining strict cannabis compliance.

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