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Flexport Logistics MCP Server for AutoGen 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Flexport Logistics as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="flexport_logistics_agent",
            tools=tools,
            system_message=(
                "You help users with Flexport Logistics. "
                "12 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Flexport Logistics
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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 Flexport Logistics MCP Server

Connect your Flexport Logistics account to any AI agent and automate your e-commerce fulfillment and warehousing operations through the Model Context Protocol (MCP). Flexport Logistics (formerly Deliverr) provides a high-speed fulfillment network that ensures your customers get their orders fast. Now, you can manage orders, track real-time inventory, and handle returns directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Flexport Logistics tools. Connect 12 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • Order Fulfillment — Create and track fulfillment orders for your end customers across multiple sales channels.
  • Real-time Inventory — Check current stock levels across the entire Flexport warehouse network to avoid stockouts.
  • Inbound Management — List and monitor inbound shipments of inventory being sent to warehouses.
  • Product Catalog — Access your fulfillment product library and fetch detailed metadata for specific SKUs.
  • Return Handling — Manage customer return requests and track the status of returned items.
  • Shipping Labels — List and retrieve purchased parcel shipping labels for your e-commerce shipments.
  • Warehouse Network — Get visibility into the active warehouses in the Flexport fulfillment network.

The Flexport Logistics MCP Server exposes 12 tools through the Vinkius. Connect it to AutoGen 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 Flexport Logistics to AutoGen via MCP

Follow these steps to integrate the Flexport Logistics MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 12 tools from Flexport Logistics automatically

Why Use AutoGen with the Flexport Logistics MCP Server

AutoGen provides unique advantages when paired with Flexport Logistics through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flexport Logistics tools to solve complex tasks

02

Role-based architecture lets you assign Flexport Logistics tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Flexport Logistics tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Flexport Logistics tool responses in an isolated environment

Flexport Logistics + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Flexport Logistics MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Flexport Logistics while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Flexport Logistics, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Flexport Logistics data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Flexport Logistics responses in a sandboxed execution environment

Flexport Logistics MCP Tools for AutoGen (12)

These 12 tools become available when you connect Flexport Logistics to AutoGen via MCP:

01

create_logistics_order

Create fulfillment order

02

get_inbound

Get inbound details

03

get_logistics_order

Get order details

04

get_product

Get product details

05

get_return

Get return details

06

get_warehouse_network

List warehouses

07

list_inbounds

List inbound shipments

08

list_inventory

Check stock levels

09

list_labels

List shipping labels

10

list_logistics_orders

List fulfillment orders

11

list_products

List product catalog

12

list_returns

List customer returns

Example Prompts for Flexport Logistics in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Flexport Logistics immediately.

01

"Check the current inventory level for SKU 'SKU-999'."

02

"List all fulfillment orders that were shipped today."

03

"Show me the status of my inbound shipment 'INB-123'."

Troubleshooting Flexport Logistics MCP Server with AutoGen

Common issues when connecting Flexport Logistics to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Flexport Logistics + AutoGen FAQ

Common questions about integrating Flexport Logistics MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Flexport Logistics tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect Flexport Logistics to AutoGen

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