How to Use the Vinsight MCP in OpenAI Agents SDK

Q: Can I use Vinsight’s contact search with the OpenAI Agents SDK?

Yep. The agent uses the searchcontacts tool to pull a profile, including addresses, payment terms, and order history for any client you need to reach.

Q: Does Vinsight support multi-site inventory management with the OpenAI Agents SDK?

Absolutely. You can call listwarehouses to manage inventory across multiple locations, ensuring your agent knows where everything is stored.

Manage your entire winemaking and brewing operation using the OpenAI Agents SDK.

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Connect Vinsight MCP to OpenAI Agents SDK

Create your Vinkius account to connect Vinsight to OpenAI Agents SDK 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 Vinsight with OpenAI Agents SDK

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Process Sales Orders with MCP Server

Your agent pulls all revenue details by calling `list_sales_orders`. This gives you a complete view of sales activity across your company. You can also check specific order status using `get_sales_order`, which provides detailed information on any single order. Need to know what's moving? The MCP Server lets you list current inventory levels with `list_stock_levels`. This is critical for figuring out if you need to reorder supplies or if your fulfillment team has enough product.

Track Production Batches

Want full visibility into what's happening in the cellar? The `list_batches` tool tracks individual lots through production. It keeps a detailed history of every batch, which is huge for compliance and quality control. You can also check out all your existing vessels with `list_vessels`. This tells you capacity, how much liquid they hold right now, and exactly where that tank or barrel is located on site.

Manage Supplier Inputs

When you run into supply chain questions, the MCP Server has `list_purchase_orders`. This tool shows every purchase order submitted for inputs needed for production. It helps your agent track everything from raw materials to specialized equipment. If you need product specs, use `search_stock_items`. It returns essential details like SKU, unit of measure, price, and current stock level for any wine, beer, or spirit type.

Setup guide

Set up Vinsight MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Vinsight tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Vinsight tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Vinsight tools and returns structured results. Copy the full example on the right to get started.

agent.py

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

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Vinsight Agent",
            instructions="You have access to Vinsight tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about Vinsight MCP in OpenAI Agents SDK

The OpenAI Agents SDK automatically discovers all available tools on the MCP Server. You just pass the server endpoint to your agent constructor, and it handles the rest of the tool discovery without any boilerplate code.

This particular MCP Server touches core inventory and sales transaction data. Specifically, it manages `list_sales_orders` and product stock levels via `list_stock_levels`.

Yep. The agent uses the `search_contacts` tool to pull a profile, including addresses, payment terms, and order history for any client you need to reach.

Absolutely. You can call `list_warehouses` to manage inventory across multiple locations, ensuring your agent knows where everything is stored.

The MCP Server handles validation before execution. Since you're building a production system, the guardrails built into the OpenAI Agents SDK ensure that any actions taken are validated against safety constraints.

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