How do I get my Amplifier API Key?

Log in to your Amplifier account. You need a PRO account to generate production API keys. You can also create Sandbox keys for testing. The API key is used as the username in Basic Auth with a blank password.

Can I test orders without fulfilling them?

Yes! If you use a Sandbox API key, the `create_order` tool will simulate the order creation without triggering actual fulfillment in the warehouse.

How do I check my current stock levels?

Use the `get_inventory_report` tool. It retrieves the current stock levels for all your catalog items at once, making it easy to identify low-stock SKUs.

Amplifier MCP Server for OpenAI Agents SDK 7 tools — connect in under 2 minutes

Name: Amplifier
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 7 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Amplifier 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="Amplifier Assistant",
            instructions=(
                "You help users interact with Amplifier. "
                "You have access to 7 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Amplifier MCP Server

Connect your Amplifier account to your AI agent to unlock professional e-commerce fulfillment orchestration. From managing incoming orders and auditing real-time inventory to retrieving tracking details for recent shipments, your agent handles your logistics pipeline through natural conversation.

The OpenAI Agents SDK auto-discovers all 7 tools from Amplifier through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Amplifier, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Order Management — List incoming fulfillment orders, retrieve detailed item lists, and submit new orders to the warehouse
Inventory Auditing — Retrieve comprehensive inventory reports and monitor stock levels across all your SKUs
Shipment Tracking — List recent shipments and retrieve tracking numbers and delivery statuses effortlessly
Catalog Oversight — Search and list items in your catalog to retrieve technical metadata and identifiers
Logistics Insights — Quickly identify low-stock items or verify order fulfillment statuses directly from your chat interface

The Amplifier MCP Server exposes 7 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 Amplifier to OpenAI Agents SDK via MCP

Follow these steps to integrate the Amplifier 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 7 tools from Amplifier

Why Use OpenAI Agents SDK with the Amplifier MCP Server

OpenAI Agents SDK provides unique advantages when paired with Amplifier 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

Amplifier + OpenAI Agents SDK Use Cases

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

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

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

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

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

Amplifier MCP Tools for OpenAI Agents SDK (7)

These 7 tools become available when you connect Amplifier to OpenAI Agents SDK via MCP:

create_order

Submit new order

get_inventory_report

Get inventory stock levels

get_item_details

Get item metadata

get_order_details

Get order metadata

get_shipment_report

Get shipment tracking

list_items

List catalog items

list_orders

List fulfillment orders

Example Prompts for Amplifier in OpenAI Agents SDK

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

"List my recent fulfillment orders."

"Get the inventory report for all items."

"Retrieve the latest shipment tracking details."

Troubleshooting Amplifier MCP Server with OpenAI Agents SDK

Common issues when connecting Amplifier 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.

Amplifier + OpenAI Agents SDK FAQ

Common questions about integrating Amplifier 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.