How to Use the Global Wine Score MCP in Google ADK

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

Yes, you can use the optional toolnames filter during initialization. If you only want your agent to handle regional analysis, you can restrict it to scoresbycountry and block the others.

Connect Global Wine Score to your Google ADK pipelines using this high-performance MCP Server.

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Connect Global Wine Score MCP to Google ADK

Create your Vinkius account to connect Global Wine Score 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 Global Wine Score with Google ADK

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Feed verified ratings to Gemini via Google ADK

Stop letting Gemini guess wine quality when analyzing your inventory. By registering this MCP Server with your Google ADK setup, your agent can execute `search_wine_scores` to pull real, normalized ratings directly into its context window. This lets you combine Gemini's massive 1M token context with actual, hard wine rating data. The agent can pull hundreds of reviews using `get_latest_scores` and analyze regional trends without running out of memory or hitting rate limits.

Connect BigQuery wine lists with real critic scores

If you store your restaurant or retail inventory in BigQuery, your Google ADK agent can bridge the gap. It reads your database, identifies the vintages, and queries `scores_by_vintage` to append current scores to your internal spreadsheets. You don't have to write custom API connectors for each wine region. The agent uses the `scores_by_country` tool to group your inventory by origin and flag underperforming bottles based on actual critic consensus.

Build enterprise wine discovery tools with Google ADK

Enterprise wine agents require stable tools that do not break when scanning massive catalogs. This MCP Server exposes `get_top_scores` to your Gemini models, letting you build customer-facing recommendation bots that suggest only investment-grade bottles. You can restrict the toolset to specific colors using `scores_by_color`. This keeps your agent focused on white or red wines, preventing it from drifting off-topic during user interactions.

Setup guide

Set up Global Wine Score 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 Global Wine Score 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="Global Wine Score_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Global Wine Score 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 Global Wine Score. 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 Global Wine Score MCP in Google ADK

Yes. Your agent can read your wine inventory from BigQuery, then use `search_wine_scores` via this MCP Server to pull the latest critic ratings and update your tables.

Install the SDK, initialize McpToolset with your Vinkius HTTP URL, and pass it to your LlmAgent. Your Gemini model instantly gains access to these MCP tools.

No. Google ADK passes the tool schemas directly to Gemini's native tool calling interface. When a user asks for top-rated wines, the model automatically triggers `get_top_scores` without extra prompt engineering.

Yes, you can use the optional tool_names filter during initialization. If you only want your agent to handle regional analysis, you can restrict it to `scores_by_country` and block the others.

Your inventory lists and search parameters are processed in an isolated V8 sandbox. This MCP Server never writes to external databases or logs your private wine catalog, ensuring your proprietary data remains safe within Google Cloud and Vinkius.

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