Mirakl (Enterprise Marketplace Platform) MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Mirakl (Enterprise Marketplace Platform) 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="mirakl_enterprise_marketplace_platform_agent",
tools=tools,
system_message=(
"You help users with Mirakl (Enterprise Marketplace Platform). "
"10 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 Mirakl (Enterprise Marketplace Platform) MCP Server
Connect your Mirakl instance to any AI agent and take full control of your enterprise marketplace operations, seller network, and global offer management through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mirakl (Enterprise Marketplace Platform) tools. Connect 10 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
- Offer Orchestration — List and retrieve detailed marketplace offers from multiple sellers, including inventory availability and specific pricing constraints directly from your agent
- Order Monitoring — Track multi-vendor checkout transactions and retrieve full line-item details, payment statuses, and fulfillment histories securely
- Seller Management — Enumerate third-party shops (sellers) active on your platform and retrieve detailed compliance profiles and operational configurations natively
- Catalog & Category Audit — Explore the broad platform product catalog and navigate hierarchical category trees to understand your marketplace's structural taxonomy
- Financial Visibility — List and audit structural accounting invoices and settlements triggered against seller shops to manage your marketplace's financial boundaries
- Communication Stream — Retrieve threaded messages between buyers, sellers, and operators to monitor support logs and platform interactions efficiently
- Metadata Inspection — Deep-dive into specific Offer or Order IDs to retrieve precise JSON representations and chronological transaction insights instantly
The Mirakl (Enterprise Marketplace Platform) MCP Server exposes 10 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 Mirakl (Enterprise Marketplace Platform) to AutoGen via MCP
Follow these steps to integrate the Mirakl (Enterprise Marketplace Platform) 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 10 tools from Mirakl (Enterprise Marketplace Platform) automatically
Why Use AutoGen with the Mirakl (Enterprise Marketplace Platform) MCP Server
AutoGen provides unique advantages when paired with Mirakl (Enterprise Marketplace Platform) through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mirakl (Enterprise Marketplace Platform) tools to solve complex tasks
Role-based architecture lets you assign Mirakl (Enterprise Marketplace Platform) 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 Mirakl (Enterprise Marketplace Platform) tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Mirakl (Enterprise Marketplace Platform) tool responses in an isolated environment
Mirakl (Enterprise Marketplace Platform) + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Mirakl (Enterprise Marketplace Platform) MCP Server delivers measurable value.
Collaborative analysis: one agent queries Mirakl (Enterprise Marketplace Platform) while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Mirakl (Enterprise Marketplace Platform), a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Mirakl (Enterprise Marketplace Platform) data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Mirakl (Enterprise Marketplace Platform) responses in a sandboxed execution environment
Mirakl (Enterprise Marketplace Platform) MCP Tools for AutoGen (10)
These 10 tools become available when you connect Mirakl (Enterprise Marketplace Platform) to AutoGen via MCP:
get_offer
Get an explicit Mirakl offer entity mapping seller limits
get_order
Get deep details tracing a specific Marketplace Order transaction
get_shop
Get deep configurations tracking an explicit Mirakl Seller Shop
list_categories
g. Electronics -> Computers). List static structural Mirakl marketplace Category Trees
list_invoices
List explicit Mirakl structural accounting invoices
list_messages
List internal Marketplace communication messages
list_offers
Represents the exact live inventory binding a specific product to a specific explicit price from a Shop. List global Marketplace offers created by multiple sellers
list_orders
List Mirakl marketplace multi-vendor checkout orders
list_products
List broad Platform Product Catalog nodes
list_shops
List third-party Seller accounts (Shops) operating
Example Prompts for Mirakl (Enterprise Marketplace Platform) in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Mirakl (Enterprise Marketplace Platform) immediately.
"List all active seller shops in my Mirakl marketplace"
"Show me the last 5 invoices generated for seller shops"
"Search for messages related to order ID 'order-987'"
Troubleshooting Mirakl (Enterprise Marketplace Platform) MCP Server with AutoGen
Common issues when connecting Mirakl (Enterprise Marketplace Platform) to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Mirakl (Enterprise Marketplace Platform) + AutoGen FAQ
Common questions about integrating Mirakl (Enterprise Marketplace Platform) 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 Mirakl (Enterprise Marketplace Platform) with your favorite client
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Connect Mirakl (Enterprise Marketplace Platform) to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.