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How to Use the Arcadia Plug MCP in Google ADK

Feed utility bills directly into BigQuery using Google ADK and Arcadia Plug.

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Google ADK

Connect Arcadia Plug MCP to Google ADK

Create your Vinkius account to connect Arcadia Plug 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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Analyze years of utility bills with Google ADK

Gemini models handle over a million tokens of context natively. Your agent can pull down dozens of historical records using `list_statements` and dump them straight into the prompt for processing. This MCP server changes how you track energy costs. Instead of parsing line items manually, the agent reads every single charge across all your facilities in one shot.

Sync meter data to Google Cloud

Enterprise systems live on BigQuery. By connecting this MCP Server, your Google ADK agents can grab real-time usage via `list_meters` and pipe it directly into your data warehouse. You skip the custom integration work entirely. The agent handles the API calls, formats the results, and structures the output for Vertex AI pipelines automatically.

Audit utility accounts at scale

Managing energy across hundreds of locations gets messy quickly. Firing `list_accounts` lets your agent build a complete map of your organization's utility footprint in seconds. Following up with `get_account_check` verifies that every connection is still active. The agent can flag broken logins before the monthly billing cycle even starts.

Setup guide

Set up Arcadia Plug 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. 1

    Install Google ADK

    Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.

  2. 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. 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. 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 Arcadia Plug 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="Arcadia Plug_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Arcadia Plug tools via MCP.",
    tools=mcp_tools,
)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Arcadia. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Arcadia Plug MCP in Google ADK

Install `google-adk` via pip. Initialize a `McpToolset` with your Vinkius HTTP endpoint, then pass it in the `tools` array to your `LlmAgent`.
Yes, the framework allows selective tool exposure. Use the `tool_names` parameter to restrict your agent to just `get_statement` if it only needs to read bills.
Combining these two connects live utility data with Google Cloud infrastructure. Your agents can pull meter readings and immediately run them through Vertex AI for predictive modeling.
Vinkius provides managed HTTP endpoints for all hosted applications. You just need the single endpoint token to authenticate your requests.
We route all traffic through ephemeral sandboxes. The exact second your agent finishes pulling a specific utility bill, the entire runtime environment is destroyed.

Start using the Arcadia Plug MCP today

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