How to Use the Goflow MCP in Google ADK

Q: Can I use Google ADK to fetch Goflow reports?

You can use listreports to see what's available. The agent then retrieves the specific data points it needs to answer your questions.

Connect Goflow to your Google ADK agents. Process millions of tokens to manage your entire e-commerce pipeline on Google Cloud.

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Connect Goflow MCP to Google ADK

Create your Vinkius account to connect Goflow 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 Goflow with Google ADK

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Massive inventory analysis using Google ADK

Gemini models process your entire product catalog in one go. The agent uses `list_products` to ingest your data and identify trends across your multichannel listings. Once the agent spots a pattern, it can adjust your stock levels using `update_inventory`. This happens within the Google Cloud ecosystem, keeping your operations fast and local.

Enterprise order management in Google ADK

Your agents can now reason over complex order histories. By calling `list_orders` and `get_customer`, the agent builds a complete picture of your buyer behavior. This data links perfectly with BigQuery. You can run analytics on your Goflow history while the agent manages daily shipping workflows via `list_shipments`.

Direct MCP Server integration for Google ADK

The McpToolset class bridges your agents to Goflow effortlessly. You can restrict the agent's reach by using a tool_names filter to expose only what you need. This keeps your agent focused on specific tasks like `get_store_stats` or `list_reports`. You maintain tight control over which tools your agent can actually trigger.

Setup guide

Set up Goflow 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 Goflow 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="Goflow_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Goflow 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 Goflow. 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 Goflow MCP in Google ADK

Use the McpToolset class with your Goflow endpoint URL. Pass this toolset into your LlmAgent configuration to give it access to your e-commerce data.

Yes, you can pull massive lists of products or orders into the Gemini context window. This allows the agent to analyze your entire Goflow history at once.

You can use `list_reports` to see what's available. The agent then retrieves the specific data points it needs to answer your questions.

All traffic between your agent and the Goflow server is encrypted. You control the keys, and your data never leaves the secure Google Cloud environment.

Your customer records are processed in memory only. The system uses strict IAM roles to ensure only your authorized agents interact with Goflow.

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