eCellar MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add eCellar as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="ecellar_agent",
instruction=(
"You help users interact with eCellar "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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 eCellar MCP Server
Connect your eCellar winery to any AI agent and manage your premium DTC operation through natural conversation.
Google ADK natively supports eCellar 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
- Customers — Search by name, email, or phone; view lifetime spend, club status, and tasting room history
- Orders — Track online, tasting room, phone, and club shipment orders with full line items
- Wine Clubs — Manage membership tiers, allocation, and shipment schedules
- Products — Browse your wine catalog with pricing, tasting notes, and stock levels
- Reservations — View and manage tasting room bookings by date
- Inventory — Real-time stock across all locations: available, allocated, and on-hand
The eCellar 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 eCellar to Google ADK via MCP
Follow these steps to integrate the eCellar 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 eCellar via MCP
Why Use Google ADK with the eCellar MCP Server
Google ADK provides unique advantages when paired with eCellar 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 eCellar
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 eCellar tools with BigQuery, Vertex AI, and Cloud Functions
eCellar + Google ADK Use Cases
Practical scenarios where Google ADK combined with the eCellar MCP Server delivers measurable value.
Enterprise data agents: ADK agents query eCellar and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine eCellar tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query eCellar regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including eCellar
eCellar MCP Tools for Google ADK (10)
These 10 tools become available when you connect eCellar to Google ADK via MCP:
get_customer
For VIP identification and personalized service. Get customer profile
get_order
Get order details
get_product
Get wine details
list_club_members
For retention and engagement tracking. List club members
list_clubs
Essential for DTC revenue planning. List wine clubs
list_inventory
Multi-location inventory management. List wine inventory
list_orders
With line items, totals, payment, and fulfillment status. List wine orders
list_products
The product catalog powering ecommerce and POS. List wine catalog
list_reservations
Filter by date for daily planning. List tasting reservations
search_customers
Returns profile, lifetime spend, wine club membership, tasting room visits, and purchase history. Core CRM data for personalized wine recommendations. Search wine customers
Example Prompts for eCellar in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with eCellar immediately.
"Who are our top 5 customers by lifetime spend?"
"Search for inventory levels of the 2019 Reserve Cabernet."
"Show me the reservation schedule for tomorrow afternoon."
Troubleshooting eCellar MCP Server with Google ADK
Common issues when connecting eCellar to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkeCellar + Google ADK FAQ
Common questions about integrating eCellar MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect eCellar with your favorite client
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Microsoft's framework for multi-agent collaborative conversations.
Connect eCellar to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.