How do I get InnoVint API access?

Contact InnoVint support at support@innovint.us to request a Personal Access Token. You'll need an active InnoVint account.

Can I record lab analysis results using this integration?

Yes, you can input new lab readings such as pH, TA, Brix, and free SO2 directly for a specific lot or vessel using natural language, and the AI will post them to the InnoVint API.

Does this support managing multiple wineries under the same account?

Yes, if your InnoVint integrator account has access to multiple wineries, you can scope your API requests to a specific Winery ID to manage lots and vessels across different properties.

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

Name: InnoVint
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 InnoVint 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

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="innovint_agent",
    instruction=(
        "You help users interact with InnoVint "
        "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 InnoVint MCP Server

Connect your InnoVint winery to any AI agent and transform how your cellar team works — from harvest intake to bottling.

Google ADK natively supports InnoVint as an MCP tool provider — declare the 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

Lots — Search and track wine lots by varietal, vintage, lot code, or vessel assignment
Vessels — Monitor tanks, barrels, concrete eggs, and amphorae — capacity, fill level, and contents
Lab Analyses — View pH, TA, SO2, Brix, RS, VA, and alcohol readings for any lot over time
Cellar Actions — Track rackings, pump-overs, punchdowns, additions, fining, and filtration history
Wines & Vintages — Browse wine products and navigate production by vintage year
Additives — Reference registered chemicals, enzymes, and fining agents with dosage guidelines
Multi-Winery — Manage multiple wineries from a single AI connection

The InnoVint 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 InnoVint to Google ADK via MCP

Follow these steps to integrate the InnoVint 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 InnoVint via MCP

Why Use Google ADK with the InnoVint MCP Server

Google ADK provides unique advantages when paired with InnoVint 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 InnoVint

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 InnoVint tools with BigQuery, Vertex AI, and Cloud Functions

InnoVint + Google ADK Use Cases

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

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

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

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

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

InnoVint MCP Tools for Google ADK (10)

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

get_lot

The primary data point for any winemaking question. Get full lot details

get_vessel

Essential for barrel program management. Get vessel details

list_actions

Filter by lot to see complete cellar history. List cellar actions

list_additives

With regulatory limits and typical dosage. List additives

list_analyses

Filter by lot to see a specific wine's chemistry over time. List lab analyses

list_vessels

Shows capacity, current contents, fill level, and location. Critical for cellar management and space planning. List tanks and barrels

list_vintages

Navigate wine production by year. List vintages

list_wineries

Multi-winery operations can manage several facilities from one account. List wineries

list_wines

Each with varietal rules, appellation, and production notes. List wine products

search_lots

Returns lot details including volume, vessel assignment, varietal composition, and current status. Essential for tracking individual batches through the winemaking process — from harvest intake to bottling. Search wine lots

Example Prompts for InnoVint in Google ADK

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

"How is the 2025 Pinot Noir fermentation going?"

"Record a new lab reading for the 2025 Chardonnay: pH is 3.32 and TA is 6.5 g/L."

"Which vessels are currently empty and available for the upcoming harvest?"

Troubleshooting InnoVint MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

InnoVint + Google ADK FAQ

Common questions about integrating InnoVint 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.