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

Q: How do I initialize the Mirakl (Enterprise Marketplace Platform) MCP Server in Google ADK?

Install the SDK using pip install google-adk and configure McpToolset with your Mirakl HTTP server parameters. Then, pass this toolset directly to your Google ADK LlmAgent instance to make all ten marketplace tools available to Gemini.

Q: Can I limit which tools are exposed to my Google ADK agent?

Yes, you can use the optional toolnames filter when setting up your McpToolset in Google ADK. This allows you to restrict an agent to basic tasks like listcategories while blocking sensitive tools like listinvoices on Mirakl.

Q: Can I use Google ADK to automate Mirakl product catalog updates?

Yes, your Google ADK agent can query listproducts to inspect the broad Mirakl catalog structure and verify updates. This helps maintain clean catalog nodes across all your third-party sellers on the platform.

Q: How is my Mirakl (Enterprise Marketplace Platform) seller message data protected when using Google ADK?

Data retrieved via listmessages is transmitted over encrypted HTTP connections directly to your Google Cloud enterprise VPC. Vinkius hosts the MCP Server in a secure, ephemeral sandbox, ensuring your Mirakl customer communications are never stored or exposed to external networks.

Run Gemini agents on Google ADK with this MCP Server to track Mirakl marketplace orders and analyze seller shops.

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Connect Mirakl (Enterprise Marketplace Platform) MCP to Google ADK

Create your Vinkius account to connect Mirakl (Enterprise Marketplace Platform) to Google ADK 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 Google ADK

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Gemini-Powered Inventory Audits via Google ADK

Gemini's million-token context window lets you feed massive chunks of Mirakl catalog data directly to your agent. This MCP Server exposes `list_offers` and `list_products` to feed your Google ADK agent live pricing and catalog nodes directly from the marketplace. Your Google ADK agent can ingest thousands of active Mirakl offers at once, identifying pricing anomalies that standard scripts miss. It bridges the gap between raw Mirakl marketplace data and Gemini's deep reasoning capabilities within your Google Cloud setup.

Direct Invoice and Shop Data Pipeline

Connect your Mirakl marketplace financials directly to your Google Cloud data warehouse. By combining this toolset with Google ADK, your agents can pull data using `list_invoices` and `list_shops` and write it directly into BigQuery. This eliminates manual export routines and custom ETL pipelines between Mirakl and Google Cloud. Your Google ADK agent acts as an autonomous data engineer, keeping your BigQuery tables synchronized with active seller billing cycles.

Intelligent Message and Order Resolution

Speed up customer dispute resolution by letting your Gemini agent examine both communication logs and transaction history simultaneously. The Google ADK agent uses `list_messages` and `get_order` to reconstruct the timeline of a problematic Mirakl checkout. Because Google ADK integrates with your wider Google Cloud infrastructure, the agent can cross-reference shipping databases before drafting a response to a Mirakl customer. No more jumping between disjointed admin portals and Google Cloud consoles.

Setup guide

Set up Mirakl (Enterprise Marketplace Platform) MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Mirakl (Enterprise Marketplace Platform) tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Mirakl (Enterprise Marketplace Platform)_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Mirakl (Enterprise Marketplace Platform) tools via MCP.",
    tools=mcp_tools,
)

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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 Google ADK

Install the SDK using `pip install google-adk` and configure `McpToolset` with your Mirakl HTTP server parameters. Then, pass this toolset directly to your Google ADK `LlmAgent` instance to make all ten marketplace tools available to Gemini.

Yes, you can use the optional `tool_names` filter when setting up your `McpToolset` in Google ADK. This allows you to restrict an agent to basic tasks like `list_categories` while blocking sensitive tools like `list_invoices` on Mirakl.

The MCP integration allows the Google ADK agent to use Gemini's long context to process multiple responses from `list_shops` and `get_shop` in a single run. This makes it highly efficient at auditing hundreds of third-party Mirakl seller accounts without losing track of configuration details.

Yes, your Google ADK agent can query `list_products` to inspect the broad Mirakl catalog structure and verify updates. This helps maintain clean catalog nodes across all your third-party sellers on the platform.

Data retrieved via `list_messages` is transmitted over encrypted HTTP connections directly to your Google Cloud enterprise VPC. Vinkius hosts the MCP Server in a secure, ephemeral sandbox, ensuring your Mirakl customer communications are never stored or exposed to external networks.

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