Can I update the status of an order directly through this integration?

Currently, the tools focus on investigative queries and inventory adjustments. Direct order status transitions are handled via the main Goflow dashboard to ensure full compliance with marketplace workflows.

Does the integration support multi-warehouse inventory management?

Yes! When fetching inventory levels or performing adjustments with the `update_inventory` tool, you can specify the target Warehouse ID to accurately manage stock across your entire infrastructure.

How many marketplaces can I monitor with this server?

You can monitor all marketplaces synced with your Goflow account. The `list_listings` tool will retrieve active listings from Amazon, Walmart, eBay, Shopify, and any other connected channel in real-time.

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

Name: Goflow
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 12 Tools Framework

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

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 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="goflow_agent",
            tools=tools,
            system_message=(
                "You help users with Goflow. "
                "12 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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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 Goflow MCP Server

Connect your Goflow account to your AI agent and take control of your multichannel e-commerce operations. From inventory tracking to order fulfillment, manage your store directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Goflow 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 Management — List all current orders, filter by status (pending, ready to ship), and deep-dive into individual order details
Inventory Tracking — Fetch real-time stock levels across all your warehouses and adjust quantities as needed directly from the chat
Product & Listing Visibility — Browse your entire product catalog and see active listings on marketplaces like Amazon, Walmart, and Shopify
Customer & Shipment Monitoring — View customer profiles and track shipment status to stay on top of your fulfillment pipeline
Operational Reports — List and access system-generated reports for fast, data-driven operational decisions

The Goflow 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 Goflow to AutoGen via MCP

Follow these steps to integrate the Goflow MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 12 tools from Goflow automatically

Why Use AutoGen with the Goflow MCP Server

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

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

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

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

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

Goflow + AutoGen Use Cases

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

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

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

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

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

Goflow MCP Tools for AutoGen (12)

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

get_customer

Get detailed info for a specific customer

get_inventory

Check stock levels in Goflow

get_order

Get details for a specific Goflow order

get_store_stats

Get a summary of recent store activity

list_customers

List customer records from Goflow

list_listings

List marketplace listings (Amazon, Walmart, etc.)

list_orders

List Goflow orders

list_products

List products in Goflow

list_reports

List available reports

list_shipments

List shipments and tracking info

list_webhooks

List active webhooks in Goflow

update_inventory

Adjust inventory stock levels

Example Prompts for Goflow in AutoGen

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

"List the 10 most recent orders that are ready to ship."

"Check the inventory level for SKU 'TSHIRT-XL-BLUE'."

"Show me the details of order GF-93021."

Troubleshooting Goflow MCP Server with AutoGen

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

McpWorkbench not found

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

Goflow + AutoGen FAQ

Common questions about integrating Goflow MCP Server with AutoGen.

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 Goflow tools during their conversation turns.

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.