How to Use the Mercado Livre Orders MCP in Google ADK

Q: How does Google ADK connect to the Mercado Livre Orders MCP Server?

You initialize the connection using McpToolset with your Vinkius HTTP endpoint. Pass this toolset directly to your LlmAgent constructor. The Gemini model automatically registers all seven tools for order management.

Q: Can I restrict the agent to only view shipping information?

Yes, you can use the toolnames filter when setting up your McpToolset. Limit the exposed tools to getshipments and getshippinginfo to keep your logistics agents focused.

Manage Mercado Livre orders at scale using Google ADK and Gemini long-context reasoning.

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Connect Mercado Livre Orders MCP to Google ADK

Create your Vinkius account to connect Mercado Livre Orders 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 Mercado Livre Orders with Google ADK

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Perplexity

Enterprise order search with Google ADK

Gemini models excel at processing massive datasets. Feed thousands of rows of transaction history into the model's huge context window. The agent uses `search_orders` to find specific buying patterns across your entire Mercado Livre portfolio. This MCP Server exposes your order data directly to Google's enterprise tools. You can pull transaction details with `get_order` and cross-reference them with your inventory logs in BigQuery.

High-volume shipping tracking and updates

Tracking shipments manually on Mercado Livre is a bottleneck. Your Google ADK agent calls `get_shipments` to check pending deliveries. It then matches those shipments against raw carrier feeds using `get_shipping_info`. When the agent finds a missing tracking code, it executes `set_tracking` to update the marketplace. The entire process runs on Google Cloud infrastructure, keeping your logistics pipeline fast and reliable.

Automated cancellation management

Cancel sales without losing your seller status. The MCP tool monitors incoming feedback using `get_feedback` to spot disputes. If a buyer demands a refund before shipping, the agent triggers `cancel_order` with the correct cancellation reason. You can filter the tools exposed to the agent using the `tool_names` parameter in the ADK. This ensures only your authorized financial agents can execute order cancellations, while support agents only view order details.

Setup guide

Set up Mercado Livre Orders 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 Mercado Livre Orders 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="Mercado Livre Orders_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Mercado Livre Orders tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Mercado Livre. 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 Mercado Livre Orders MCP in Google ADK

You initialize the connection using `McpToolset` with your Vinkius HTTP endpoint. Pass this toolset directly to your `LlmAgent` constructor. The Gemini model automatically registers all seven tools for order management.

Yes, Google ADK lets you combine tools. Your agent can read customer profiles from BigQuery and use `search_orders` to find matching Mercado Livre transactions in real time.

The ADK handles timeout exceptions gracefully based on your agent's configuration. If `get_shipping_info` takes too long, the agent logs the event and retries the call to prevent shipping delays.

Yes, you can use the `tool_names` filter when setting up your `McpToolset`. Limit the exposed tools to `get_shipments` and `get_shipping_info` to keep your logistics agents focused.

Absolutely. All order, feedback, and shipping data processed by this MCP Server runs inside a zero-trust V8 isolate sandbox. Vinkius handles the authentication tokens securely, so your credentials never leak into Google's training sets.

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