Commerce7 MCP Server for AutoGen 12 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Commerce7 as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="commerce7_agent",
tools=tools,
system_message=(
"You help users with Commerce7. "
"12 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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 Commerce7 MCP Server
Connect your Commerce7 winery to any AI agent and run your entire direct-to-consumer business through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Commerce7 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
- Customers — Search by name, email, or phone; view lifetime value, club status, and order history
- Orders — Track wine purchases, online orders, club shipments, and POS sales with full line items
- Wine Clubs — Manage wine club memberships, allocation tiers, shipment schedules, and member retention
- Products — Browse your wine catalog with tasting notes, scores, pricing tiers, and vintage details
- Reservations — View tasting room bookings by date with party size, experience type, and host
- Inventory — Real-time stock levels: available, allocated, committed, and on-hand
- Collections & Coupons — Organize wine catalog categories and manage discount codes
The Commerce7 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 Commerce7 to AutoGen via MCP
Follow these steps to integrate the Commerce7 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 Commerce7 automatically
Why Use AutoGen with the Commerce7 MCP Server
AutoGen provides unique advantages when paired with Commerce7 through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Commerce7 tools to solve complex tasks
Role-based architecture lets you assign Commerce7 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 Commerce7 tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Commerce7 tool responses in an isolated environment
Commerce7 + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Commerce7 MCP Server delivers measurable value.
Collaborative analysis: one agent queries Commerce7 while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Commerce7, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Commerce7 data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Commerce7 responses in a sandboxed execution environment
Commerce7 MCP Tools for AutoGen (12)
These 12 tools become available when you connect Commerce7 to AutoGen via MCP:
get_customer
Get customer profile
get_order
Get order details
get_product
Get wine product details
list_club_members
List club members
list_clubs
The backbone of winery DTC revenue. List wine clubs
list_collections
Used for organizing the wine catalog. List wine collections
list_coupons
With usage limits, expiry dates, and redemption counts. List active coupons
list_inventory
List wine inventory
list_orders
Filter by status: Fulfilled, Processing, Pending. Shows items, totals, and shipping. List wine orders
list_products
The wine catalog powering ecommerce and POS. List wine products
list_reservations
Filter by date for daily planning. List tasting reservations
search_customers
Returns customer profile, lifetime value, wine club status, order history, and tasting room visits. Essential for DTC relationship management. Search wine customers
Example Prompts for Commerce7 in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Commerce7 immediately.
"How many wine club members renewed this month?"
"Show me the details for order number 'ORD-892'."
"Are there any reservations for the tasting room tomorrow?"
Troubleshooting Commerce7 MCP Server with AutoGen
Common issues when connecting Commerce7 to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Commerce7 + AutoGen FAQ
Common questions about integrating Commerce7 MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Commerce7 with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Commerce7 to AutoGen
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.