Can my AI automatically pull tasting notes and pairings out of a single bottle search?

Yes! Use the `get_wine_detail` and `get_pairings` tools. Your agent will respond with complete metadata regarding aromas, tannin complexity, and best foods to match with the queried bottle.

How do I easily update the inventory inside my virtual cellar?

Simply ask the agent to run the `add_wine_to_cellar` action providing the Wine ID and Quantity. It will modify your inventory database safely without manually clicking through menus.

Are there any destructive capabilities regarding regional scores or public metrics?

No. The core set of tools dealing with global data limits itself strictly to querying records like `get_vintage_scores`. All write operations are firmly locked to your private user cellar.

Winevybe MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Winevybe
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Winevybe as an MCP tool provider through 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

Open in ChatGPT Open in Claude Open in Perplexity

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="winevybe_agent",
    instruction=(
        "You help users interact with Winevybe "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

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 Winevybe MCP Server

Connect your Winevybe developer account to any AI agent and take full control of sommelier intelligence and wine inventory tracking through natural conversation.

Google ADK natively supports Winevybe 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

Sommelier Recommender — Query for specific wine pairings and tasting notes magically linked behind intelligent algorithms
Inventory Management — Read and append bottle quantities to persistent user cellars safely via automated workflows
Vintage Auditing — Cross-reference a specific year to see if the region's climate conditions yielded good harvests
Pricing Comparisons — Compare distinct bottles instantly to analyze pricing versus critical community reception
Vineyard Profiling — Retrieve the underlying history and details of major worldwide producers and regions

The Winevybe 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 Winevybe to Google ADK via MCP

Follow these steps to integrate the Winevybe 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 Winevybe via MCP

Why Use Google ADK with the Winevybe MCP Server

Google ADK provides unique advantages when paired with Winevybe 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 Winevybe

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 Winevybe tools with BigQuery, Vertex AI, and Cloud Functions

Winevybe + Google ADK Use Cases

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

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

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

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

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

Winevybe MCP Tools for Google ADK (10)

These 10 tools become available when you connect Winevybe to Google ADK via MCP:

add_wine_to_cellar

Add a purchased bottle into a users virtual cellar tracker

compare_wines

Generate a side-by-side contrast of two bottles

get_pairings

Get food pairing recommendations for a specific wine

get_region_info

Retrieve details about wine-making appellations

get_reviews

Get community tasting reviews and ratings

get_user_cellar

Examine the inventory of an authenticated users wine cellar

get_vintage_scores

Get an overview of harvest qualities by year

get_wine_detail

Get profound tasting notes and stats on a specific wine

get_winery_info

Get profiles of specific vineyards and producers

search_wines

Search the Winevybe database for specific bottles

Example Prompts for Winevybe in Google ADK

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

"Search for details on the Screaming Eagle Cabernet Sauvignon."

"Compare wine 4902 and wine 5910."

"Check my virtual cellar inventory."

Troubleshooting Winevybe MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Winevybe + Google ADK FAQ

Common questions about integrating Winevybe 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.