How do I get a Dutchie POS API Key?

Log in to your Dutchie POS (Greenbits or LeafLogix) back office, navigate to the **Integrations** or **API** section in your settings, and you can generate your unique API Key from there.

Can the agent update product pricing?

This integration currently focuses on listing and auditing products, inventory, and orders. Modifying prices or inventory quantities should be managed via the Dutchie POS back office.

Does it support lab results tracking?

Yes, you can use the get_product_details tool to retrieve technical metadata which includes batch-level lab result data stored in Dutchie POS.

Dutchie POS MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Dutchie POS
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Dutchie POS through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Dutchie POS Assistant",
            instructions=(
                "You help users interact with Dutchie POS. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Dutchie POS"
        )
        print(result.final_output)

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Dutchie POS MCP Server

Integrate Dutchie POS (formerly Greenbits/LeafLogix), the leading retail platform for cannabis dispensaries, directly into your AI workflow. Manage your product catalog and SKUs, track real-time inventory levels and batches, monitor retail orders and fulfillment, and oversee customer loyalty using natural language.

The OpenAI Agents SDK auto-discovers all 10 tools from Dutchie POS through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Dutchie POS, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Catalog Oversight — List and retrieve detailed information and SKUs for all your retail products and categories.
Inventory Intelligence — Monitor real-time inventory levels, lot numbers, batch details, and low-stock indicators across your location.
Order Management — Track retail orders, transaction details, payment types, and current fulfillment statuses.
Retail Auditing — Retrieve high-level summaries of sales activity, customer volumes, and organizational metadata instantly.

The Dutchie POS MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Dutchie POS to OpenAI Agents SDK via MCP

Follow these steps to integrate the Dutchie POS MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Dutchie POS

Why Use OpenAI Agents SDK with the Dutchie POS MCP Server

OpenAI Agents SDK provides unique advantages when paired with Dutchie POS through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Dutchie POS + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Dutchie POS MCP Server delivers measurable value.

Automated workflows: build agents that query Dutchie POS, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Dutchie POS, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Dutchie POS tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Dutchie POS to resolve tickets, look up records, and update statuses without human intervention

Dutchie POS MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Dutchie POS to OpenAI Agents SDK via MCP:

get_dutchie_pos_metadata

Retrieve metadata and limits for your Dutchie POS account

get_order_details

Get detailed information for a specific order

get_product_details

Get detailed settings and information for a specific product

list_current_inventory

List all inventory lots and their quantities

list_low_stock_inventory

Identify inventory items that are below a certain quantity threshold (mock logic)

list_pos_customers

List all customers registered in your POS organization

list_retail_orders

List all recent retail orders in Dutchie POS

list_retail_products

List all products in your Dutchie POS catalog

quick_pos_sales_audit

Retrieve a high-level summary of recent sales activity

search_catalog_products

Search for products using a name keyword or SKU

Example Prompts for Dutchie POS in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Dutchie POS immediately.

"List all products in the 'Flower' category."

"Show me our low stock inventory items."

"Check the status of retail order 'ORD-5544'."

Troubleshooting Dutchie POS MCP Server with OpenAI Agents SDK

Common issues when connecting Dutchie POS to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Dutchie POS + OpenAI Agents SDK FAQ

Common questions about integrating Dutchie POS MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.