How to Use the Vinsight MCP in Google ADK

Q: What kind of operations can Vinsight manage using the Google ADK?

The agent handles everything from sales order tracking (listsalesorders) to managing raw material purchases via listpurchaseorders. It covers the full spectrum of your operation.

Q: Does Vinsight support multiple locations with Google ADK?

Yes. By calling listwarehouses and listvessels, you can track inventory and storage capacity across any number of sites or cellars.

Q: Can I check compliance records using Vinsight and the Google ADK?

You absolutely can. The agent calls listlabresults to pull all quality control data, ensuring you have a full record for any given batch or product.

Analyze your enterprise operations and inventory using Google ADK and BigQuery.

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Connect Vinsight MCP to Google ADK

Create your Vinkius account to connect Vinsight 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 Vinsight with Google ADK

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Centralized Inventory Reporting via MCP Server

The agent uses `list_warehouses` to manage multi-site stock records, giving you a total picture of where your product sits. You can also check current inventory status with `list_stock_levels`, which is critical for fulfillment decisions. Need deep dive data? The MCP Server supports `list_vessels`, letting you map out cellar space planning by tracking capacity and location across all tanks.

Full Production Lifecycle Tracking

You can track the entire winemaking flow using `list_production_orders`. This tool is key to understanding process timelines. Additionally, you get compliance data by calling `list_lab_results`, which sorts analysis results by date for quality control. For supply chain needs, run `list_purchase_orders` to see all inputs tracked against your production goals.

Product and Client Information Lookup

The agent can find specific product details using `search_stock_items`. This tool provides the SKU, price, tax code, and unit of measure for everything you sell. It works whether it's wine, beer, or spirits. Contact info is simple: use `search_contacts` to pull a full profile, including payment terms and order history.

Setup guide

Set up Vinsight 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 Vinsight 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="Vinsight_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Vinsight tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Vinsight MCP in Google ADK

The Google ADK integrates directly with your existing BigQuery data. You pass the MCP Server toolset to your LlmAgent, and it uses Gemini's long-context reasoning to act on that information.

The agent handles everything from sales order tracking (`list_sales_orders`) to managing raw material purchases via `list_purchase_orders`. It covers the full spectrum of your operation.

Yes. By calling `list_warehouses` and `list_vessels`, you can track inventory and storage capacity across any number of sites or cellars.

You absolutely can. The agent calls `list_lab_results` to pull all quality control data, ensuring you have a full record for any given batch or product.

This server handles operational data, primarily concerning sales orders (`list_sales_orders`), inventory levels, and contact profiles through `search_contacts`.

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