How to Use the GoBolt MCP in Google ADK

Q: How do I initialize the GoBolt MCP Server in a Google ADK project?

Install the package via pip install google-adk. Create an McpToolset pointing to your GoBolt HTTP transport URL, and pass it to your LlmAgent in the tools parameter.

Q: Can I restrict which GoBolt tools my Google ADK agent can access?

Yes. Use the toolnames filter in your McpToolset configuration to limit access. For example, you can expose only trackshipment and gettrackinghistory to customer-facing agents, blocking order creation.

Q: What is the fastest way to verify shipping connections in Google ADK?

Have your agent run verifyapiconnection at startup. This tool returns a direct status check, ensuring your Gemini-powered agent doesn't attempt to book orders during carrier outages.

Connect Gemini agents to GoBolt using Google ADK to analyze shipping rates and automate package tracking.

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Connect GoBolt MCP to Google ADK

Create your Vinkius account to connect GoBolt 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 GoBolt with Google ADK

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Large-context logistics analysis with Google ADK

The GoBolt MCP Server connects directly to your Google ADK environment, feeding real-time shipping data into Gemini's 1M+ token context window. Your agent runs `list_shipping_orders` to pull thousands of active shipments for bulk analysis. By combining historical order data with `get_tracking_history`, Gemini identifies carrier bottlenecks across different regions. You can feed this analysis directly into BigQuery to spot trends and optimize your distribution network.

Automated carrier selection and booking

This MCP Server allows Google ADK agents to manage fulfillment directly from your inventory database. The agent checks shipping costs by executing `get_shipping_rates` and instantly books the optimal carrier. Your agent uses `find_cheapest_rate` to minimize shipping spend on bulk items, or swaps to `find_fastest_rate` for high-priority shipments. Once decided, the agent triggers `create_shipping_order` to finalize the shipment.

Enterprise shipment verification

Your Google ADK agent verifies API health and account status before running heavy shipping operations. The agent calls `verify_api_connection` to confirm the carrier API is responsive, preventing stalled checkout queues. It then pulls `get_merchant_info` to ensure your account has sufficient balance for label generation. If everything checks out, the agent runs `get_shipping_labels` to download the packing slips.

Setup guide

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

Install the package via `pip install google-adk`. Create an `McpToolset` pointing to your GoBolt HTTP transport URL, and pass it to your `LlmAgent` in the tools parameter.

Yes. Use the `tool_names` filter in your `McpToolset` configuration to limit access. For example, you can expose only `track_shipment` and `get_tracking_history` to customer-facing agents, blocking order creation.

Your Google ADK agent can query BigQuery for customer addresses, use `get_shipping_rates` to calculate delivery costs, and write the final shipping order details back to your database.

Have your agent run `verify_api_connection` at startup. This tool returns a direct status check, ensuring your Gemini-powered agent doesn't attempt to book orders during carrier outages.

No. This MCP Server processes all tracking history and shipping labels inside the secure Vinkius V8 sandbox. Your Google ADK agent only receives the structured JSON outputs from `get_tracking_history`, keeping customer data isolated.

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