How to Use the ApparelMagic MCP in OpenAI Agents SDK

Connect your OpenAI Agents SDK directly to ApparelMagic. Pull live inventory and route orders with built-in guardrails protecting your data.

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Connect ApparelMagic MCP to OpenAI Agents SDK

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

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Query Stock with OpenAI Agents SDK

The `list_inventory` and `list_styles` tools let your agent read exact warehouse counts and active catalog data. You hand the agent a SKU, and it pulls the exact variant details using `get_product`. OpenAI's built-in tracing tracks every single read operation. If a downstream agent needs to reallocate stock, the guardrails ensure it validates the current count before making a move.

Track Fulfillment Handoffs

Your fulfillment agent uses `list_orders` to grab open tickets and `get_order` to break down line items. It then checks `list_shipments` to match tracking numbers to out-the-door boxes. You configure handoffs so the order agent passes data to the customer service agent. The system auto-discovers these tools, meaning you skip the manual routing logic entirely.

Manage CRM Data via MCP Server

The `list_customers` and `get_customer` tools pull buyer profiles straight from the ERP. Your agent grabs historical purchase data before drafting a response to a wholesale account. Because this runs in a production environment, OpenAI logs the exact payload returned by the ERP. You know exactly what customer data the agent saw before it acted.

Setup guide

Set up ApparelMagic 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 ApparelMagic tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate ApparelMagic 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="ApparelMagic Agent",
            instructions="You have access to ApparelMagic tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by ApparelMagic. 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 ApparelMagic MCP in OpenAI Agents SDK

Use MCPServerStreamableHttp pointing to the endpoint URL. Pass it into your agent constructor using the mcp_servers array. Set cacheToolsList=True to speed up tool discovery.

Yes. The SDK auto-discovers all ten endpoints. You do not need to manually map schemas for stock checks or order routing.

You define guardrails in the agent configuration. If the agent tries to loop through thousands of SKUs, the SDK intercepts the calls before hitting the API cap.

The SDK logs the failure in the OpenAI dashboard. The originating agent catches the error and can retry the fetch before passing control to the next agent.

The server processes buyer names and shipping addresses from the CRM module. Vinkius runs this connection inside a V8 Isolate Sandbox, meaning the memory drops the second the transaction finishes.

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