How do I find my VineRadar API Key?

Log in to your [**VineRadar dashboard**](https://vineradar.com/account), and you will find your API Key under the 'Integrations' or 'Developer' section. Copy and paste it below.

Can the agent search for vineyards by region?

Yes. Use the `search_vineyards` tool providing the location name (e.g., 'Napa Valley' or 'Bordeaux'). Your agent will return matching vineyards instantly.

Is vintage information included?

Yes. The wine records retrieved by your agent include the vintage year and specific characteristics associated with that production cycle.

VineRadar MCP Server for Google ADK 6 tools — connect in under 2 minutes

Name: VineRadar
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 6 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add VineRadar as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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Vinkius supports streamable HTTP and SSE.

python

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="vineradar_agent",
    instruction=(
        "You help users interact with VineRadar "
        "using 6 available tools."
    ),
    tools=[mcp_tools],
)

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Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 VineRadar MCP Server

Empower your AI agent to orchestrate your entire wine research and vineyard auditing workflow with VineRadar, the comprehensive platform for global wine data. By connecting VineRadar to your agent, you transform complex varietal searches into a natural conversation. Your agent can instantly search for specific wines, audit vineyard locations, and retrieve detailed vintage metadata without you ever touching a wine app. Whether you are building a personal cellar or conducting market research on varietals, your agent acts as a real-time sommelier, ensuring your data is always detailed and well-categorized.

Google ADK natively supports VineRadar as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 6 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

Wine Auditing — Search for thousands of wines by name or keyword and retrieve detailed metadata, including ratings and vintages.
Vineyard Oversight — Browse vineyard profiles by location to maintain a clear view of regional wine production.
Varietal Discovery — Query wine varietals to understand the technological and regional distribution of specific grape types instantly.
Vintage Intelligence — Retrieve full details for specific wine IDs to assist in deep-dive collection audits.
Market Monitoring — List all supported varietals in the VineRadar catalog to identify trending wine themes in real-time.

The VineRadar MCP Server exposes 6 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 VineRadar to Google ADK via MCP

Follow these steps to integrate the VineRadar 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 6 tools from VineRadar via MCP

Why Use Google ADK with the VineRadar MCP Server

Google ADK provides unique advantages when paired with VineRadar 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 VineRadar

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 VineRadar tools with BigQuery, Vertex AI, and Cloud Functions

VineRadar + Google ADK Use Cases

Practical scenarios where Google ADK combined with the VineRadar MCP Server delivers measurable value.

Enterprise data agents: ADK agents query VineRadar and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine VineRadar tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query VineRadar regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including VineRadar

VineRadar MCP Tools for Google ADK (6)

These 6 tools become available when you connect VineRadar to Google ADK via MCP:

check_api_status

Check if the VineRadar API is operational

get_vineyard_details

Get full details for a specific vineyard by ID

get_wine_details

Get full details for a specific wine by ID

list_wine_varietals

List all wine varietals supported by VineRadar

search_vineyards

Search for vineyards by location

search_wines

Search for wines by name or keyword

Example Prompts for VineRadar in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with VineRadar immediately.

"Search for 'Cabernet Sauvignon' wines using VineRadar."

"Find vineyards in 'Napa Valley'."

"What are the details for wine ID 12345?"

Troubleshooting VineRadar MCP Server with Google ADK

Common issues when connecting VineRadar to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

VineRadar + Google ADK FAQ

Common questions about integrating VineRadar MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.