Can I update the status of an order directly through this integration?

Currently, the tools focus on investigative queries and inventory adjustments. Direct order status transitions are handled via the main Goflow dashboard to ensure full compliance with marketplace workflows.

Does the integration support multi-warehouse inventory management?

Yes! When fetching inventory levels or performing adjustments with the `update_inventory` tool, you can specify the target Warehouse ID to accurately manage stock across your entire infrastructure.

How many marketplaces can I monitor with this server?

You can monitor all marketplaces synced with your Goflow account. The `list_listings` tool will retrieve active listings from Amazon, Walmart, eBay, Shopify, and any other connected channel in real-time.

Goflow MCP Server for Google ADK 12 tools — connect in under 2 minutes

Name: Goflow
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 12 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Goflow as an MCP tool provider through 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="goflow_agent",
    instruction=(
        "You help users interact with Goflow "
        "using 12 available tools."
    ),
    tools=[mcp_tools],
)

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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 Goflow MCP Server

Connect your Goflow account to your AI agent and take control of your multichannel e-commerce operations. From inventory tracking to order fulfillment, manage your store directly through natural conversation.

Google ADK natively supports Goflow as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 12 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

Order Management — List all current orders, filter by status (pending, ready to ship), and deep-dive into individual order details
Inventory Tracking — Fetch real-time stock levels across all your warehouses and adjust quantities as needed directly from the chat
Product & Listing Visibility — Browse your entire product catalog and see active listings on marketplaces like Amazon, Walmart, and Shopify
Customer & Shipment Monitoring — View customer profiles and track shipment status to stay on top of your fulfillment pipeline
Operational Reports — List and access system-generated reports for fast, data-driven operational decisions

The Goflow MCP Server exposes 12 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 Goflow to Google ADK via MCP

Follow these steps to integrate the Goflow 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 12 tools from Goflow via MCP

Why Use Google ADK with the Goflow MCP Server

Google ADK provides unique advantages when paired with Goflow 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 Goflow

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 Goflow tools with BigQuery, Vertex AI, and Cloud Functions

Goflow + Google ADK Use Cases

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

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

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

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

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

Goflow MCP Tools for Google ADK (12)

These 12 tools become available when you connect Goflow to Google ADK via MCP:

get_customer

Get detailed info for a specific customer

get_inventory

Check stock levels in Goflow

get_order

Get details for a specific Goflow order

get_store_stats

Get a summary of recent store activity

list_customers

List customer records from Goflow

list_listings

List marketplace listings (Amazon, Walmart, etc.)

list_orders

List Goflow orders

list_products

List products in Goflow

list_reports

List available reports

list_shipments

List shipments and tracking info

list_webhooks

List active webhooks in Goflow

update_inventory

Adjust inventory stock levels

Example Prompts for Goflow in Google ADK

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

"List the 10 most recent orders that are ready to ship."

"Check the inventory level for SKU 'TSHIRT-XL-BLUE'."

"Show me the details of order GF-93021."

Troubleshooting Goflow MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Goflow + Google ADK FAQ

Common questions about integrating Goflow 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.