How to Use the Mirakl (Enterprise Marketplace Platform) MCP in AutoGen

Q: How do I register the Mirakl (Enterprise Marketplace Platform) MCP Server tools in AutoGen?

Install autogen-extmcp and use mcpservertools to fetch the tools. Pass the resulting tool list to your AssistantAgent constructor to enable marketplace actions.

Q: Can multiple AutoGen agents use Mirakl (Enterprise Marketplace Platform) tools simultaneously?

Yes. A financial agent can run listinvoices while a logistics agent calls getorder, allowing them to negotiate a settlement based on combined data.

Build multi-agent debates in AutoGen to resolve seller disputes and audit Mirakl orders.

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Connect Mirakl (Enterprise Marketplace Platform) MCP to AutoGen

Create your Vinkius account to connect Mirakl (Enterprise Marketplace Platform) to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Mirakl (Enterprise Marketplace Platform) with AutoGen

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Resolve Seller Disputes via AutoGen Debates

The `list_messages` tool pulls internal merchant communication threads directly into your AutoGen multi-agent conversations. This allows a customer service agent and a compliance agent to review the same conversation history. By combining this with `get_order`, your agents can cross-reference communication logs with actual checkout transactions. They deliberate to decide if a refund is warranted based on facts.

Audit Merchant Compliance and Shop Configurations

The `list_shops` tool supplies your AutoGen agents with operational parameters for all active third-party merchants. This lets you deploy specialized agents to audit merchant compliance. When an agent flags an issue, it calls `get_shop` to inspect the exact configuration rules of that merchant. The agents then debate whether the merchant violated platform terms before proposing action.

Manage Catalog Ingestions with this MCP Server

The `list_products` tool outputs broad catalog nodes to your AutoGen agent network through this MCP Server. This allows your inventory agents to check if new uploads match your catalog guidelines. Your agents use `list_categories` to match products against the approved category tree. They debate classification issues and only approve listings that fit your taxonomy.

Setup guide

Set up Mirakl (Enterprise Marketplace Platform) MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Mirakl (Enterprise Marketplace Platform) tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Mirakl (Enterprise Marketplace Platform)_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Mirakl (Enterprise Marketplace Platform) data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Mirakl (Enterprise Marketplace Platform)_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Mirakl (Enterprise Marketplace Platform) data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Mirakl. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Mirakl (Enterprise Marketplace Platform) MCP in AutoGen

Install autogen-ext[mcp] and use mcp_server_tools to fetch the tools. Pass the resulting tool list to your AssistantAgent constructor to enable marketplace actions.

Yes. A financial agent can run list_invoices while a logistics agent calls get_order, allowing them to negotiate a settlement based on combined data.

The AutoGen MCP adapter automatically translates the server's JSON schemas into the format required by your LLM client, meaning tools like list_offers work out of the box.

Yes. You can set up an AutoGen group chat where agents use list_shops to find new sellers and run them through verification checks automatically.

Yes. Your customer communication logs and order transactions are processed through an ephemeral, zero-trust V8 isolate. The Vinkius environment prevents any persistent logging of your private list_messages payloads.

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