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Axle MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools SDK

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

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="Axle Assistant",
            instructions=(
                "You help users interact with Axle. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Axle
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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 Axle MCP Server

Empower your AI agent to orchestrate your entire logistics operation with Axle, the comprehensive fleet management platform. By connecting Axle to your agent, you transform complex supply chain monitoring into a natural conversation. Your agent can instantly track real-time vehicle locations, audit driver duty statuses, monitor shipment progress, and retrieve essential shipping documents without you ever touching a heavy transportation dashboard. Whether you're managing a local delivery crew or a national trucking network, your agent acts as a real-time dispatch coordinator, ensuring your fleet is always moving and compliant.

The OpenAI Agents SDK auto-discovers all 12 tools from Axle through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Axle, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Vehicle Tracking — List all vehicles in your fleet and retrieve real-time GPS locations and technical health details.
  • Driver Management — Audit driver profiles, monitor current duty statuses (On Duty, Driving, etc.), and check available Hours of Service (HOS).
  • Load Orchestration — Monitor shipment progress, list active loads, and update shipment details dynamically via natural language.
  • Document Retrieval — Access scanned shipping documents and paperwork associated with specific loads for instant auditing.
  • System Health — Quickly verify connection status and logistics network integrity directly from your chat interface.

The Axle MCP Server exposes 12 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 Axle to OpenAI Agents SDK via MCP

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

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

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

03

Run the script

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

04

Explore tools

The agent will automatically discover 12 tools from Axle

Why Use OpenAI Agents SDK with the Axle MCP Server

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

01

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

02

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

03

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

04

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

Axle + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Axle MCP Tools for OpenAI Agents SDK (12)

These 12 tools become available when you connect Axle to OpenAI Agents SDK via MCP:

01

get_account_check

Verify Axle connection and system health

02

get_driver

Get specific profile details for a driver

03

get_driver_availability

Check a driver remaining hours of service (HOS)

04

get_load

Get details for a specific load

05

get_vehicle

Get specific details for a single vehicle

06

get_vehicle_location

Get the last known GPS location of a vehicle

07

list_documents

Retrieve scanned shipping documents associated with shipments

08

list_drivers

List all drivers in the system

09

list_loads

List all shipments/loads

10

list_vehicles

List all vehicles in the fleet

11

update_driver_status

Update a driver current duty status

12

update_load

Update a load/shipment details

Example Prompts for Axle in OpenAI Agents SDK

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

01

"Where is vehicle ID 'TRUCK-101' right now?"

02

"List all active loads and their current status."

03

"Check the available Hours of Service (HOS) for driver 'John Doe'."

Troubleshooting Axle MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Axle + OpenAI Agents SDK FAQ

Common questions about integrating Axle MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect Axle to OpenAI Agents SDK

Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.