How can I see all my pending orders?

Use the `search_orders` tool with status set to 'paid' or 'handling'. It will return a list of orders ready to be shipped.

How do I update the tracking number for a shipment?

Use the `set_tracking` action with the Order ID, Shipment ID, Carrier ID, and the Tracking Number.

Yes, use `cancel_order`. Be aware that cancelling orders can negatively impact your seller reputation metrics.

Can I register an invoice (Nota Fiscal) for a shipment?

Absolutely. Use the `register_invoice` tool with the shipment ID, invoice number (NF-e key), and access key. This is required for sellers in Brazil to comply with tax regulations.

Mercado Livre Orders MCP Server for AutoGen 7 tools — connect in under 2 minutes

Name: Mercado Livre Orders
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 7 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Mercado Livre Orders as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="mercado_livre_orders_agent",
            tools=tools,
            system_message=(
                "You help users with Mercado Livre Orders. "
                "7 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Mercado Livre Orders MCP Server

Connect Mercado Livre Orders to any AI agent and take full control of your order management system — search sales, track shipments, register invoices, and handle cancellations through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mercado Livre Orders tools. Connect 7 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Order Search — Find sales by status (paid, shipping, delivered, cancelled)
Order Details — Get full info on buyer, items, and totals for a specific sale
Shipping Management — View shipping status, carrier info, and tracking codes
Tracking Updates — Set tracking numbers for shipments handled outside Mercado Envios
Buyer Feedback — Check ratings and comments left by buyers
Order Cancellation — Cancel sales when necessary (requires valid reason)

The Mercado Livre Orders MCP Server exposes 7 tools through the Vinkius. Connect it to AutoGen 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 Mercado Livre Orders to AutoGen via MCP

Follow these steps to integrate the Mercado Livre Orders MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 7 tools from Mercado Livre Orders automatically

Why Use AutoGen with the Mercado Livre Orders MCP Server

AutoGen provides unique advantages when paired with Mercado Livre Orders through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mercado Livre Orders tools to solve complex tasks

Role-based architecture lets you assign Mercado Livre Orders tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Mercado Livre Orders tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Mercado Livre Orders tool responses in an isolated environment

Mercado Livre Orders + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Mercado Livre Orders MCP Server delivers measurable value.

Collaborative analysis: one agent queries Mercado Livre Orders while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Mercado Livre Orders, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Mercado Livre Orders data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Mercado Livre Orders responses in a sandboxed execution environment

Mercado Livre Orders MCP Tools for AutoGen (7)

These 7 tools become available when you connect Mercado Livre Orders to AutoGen via MCP:

cancel_order

Requires a valid reason. Cancel a sale

get_feedback

Get buyer feedback/reputation for a sale

get_order

Get details of a specific sale

get_shipments

List shipments associated with an order

get_shipping_info

Get shipping details for an order

search_orders

Search for sales/orders

set_tracking

Set tracking number for a shipment

Example Prompts for Mercado Livre Orders in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Mercado Livre Orders immediately.

"Show me all orders that need shipping."

"Get details for order MLB-Order123."

"Register invoice 9999 for shipment 12345 with tracking XYZ."

Troubleshooting Mercado Livre Orders MCP Server with AutoGen

Common issues when connecting Mercado Livre Orders to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Mercado Livre Orders + AutoGen FAQ

Common questions about integrating Mercado Livre Orders MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Mercado Livre Orders tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.