Mirakl (Enterprise Marketplace Platform) MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Mirakl (Enterprise Marketplace Platform) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="mirakl_enterprise_marketplace_platform_agent",
instruction=(
"You help users interact with Mirakl (Enterprise Marketplace Platform) "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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.
Google ADK natively supports Mirakl (Enterprise Marketplace Platform) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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 Google ADK 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 Google ADK via MCP
Follow these steps to integrate the Mirakl (Enterprise Marketplace Platform) MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Mirakl (Enterprise Marketplace Platform) via MCP
Why Use Google ADK with the Mirakl (Enterprise Marketplace Platform) MCP Server
Google ADK provides unique advantages when paired with Mirakl (Enterprise Marketplace Platform) through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Mirakl (Enterprise Marketplace Platform)
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Mirakl (Enterprise Marketplace Platform) tools with BigQuery, Vertex AI, and Cloud Functions
Mirakl (Enterprise Marketplace Platform) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Mirakl (Enterprise Marketplace Platform) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Mirakl (Enterprise Marketplace Platform) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Mirakl (Enterprise Marketplace Platform) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Mirakl (Enterprise Marketplace Platform) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Mirakl (Enterprise Marketplace Platform)
Mirakl (Enterprise Marketplace Platform) MCP Tools for Google ADK (10)
These 10 tools become available when you connect Mirakl (Enterprise Marketplace Platform) to Google ADK 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 Google ADK
Ready-to-use prompts you can give your Google ADK 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 Google ADK
Common issues when connecting Mirakl (Enterprise Marketplace Platform) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkMirakl (Enterprise Marketplace Platform) + Google ADK FAQ
Common questions about integrating Mirakl (Enterprise Marketplace Platform) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect Mirakl (Enterprise Marketplace Platform) with your favorite client
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Connect Mirakl (Enterprise Marketplace Platform) to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.