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How to Use the MDIC (Comércio Exterior) MCP in OpenAI Agents SDK

Feed raw Brazilian trade datasets directly to your OpenAI Agents SDK pipelines to run automated export and import analysis.

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OpenAI Agents SDK

Connect MDIC (Comércio Exterior) MCP to OpenAI Agents SDK

Create your Vinkius account to connect MDIC (Comércio Exterior) to OpenAI Agents SDK 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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Inspect trade datasets with OpenAI Agents SDK

Your OpenAI Agents SDK pipeline uses `list_packages` and `search_packages` to locate specific Brazilian trade datasets without manual web scraping. The OpenAI dashboard traces these calls in real time, showing you exactly which Brazilian economic indicators your agent evaluates. Once it's found, the OpenAI agent pulls metadata with `get_package` to check Brazilian dataset structures. This ensures your automated Brazilian trade compliance pipelines don't process stale customs records.

Query Brazilian trade data directly via SQL

This MCP Server exposes `search_datastore` to let your OpenAI agents run SQL-like queries against raw import and export datasets. The OpenAI agent filters millions of rows of Brazilian customs records down to the exact HS codes or ports you need. Built-in safety guardrails in your OpenAI Agents SDK validate these Brazilian trade queries before they execute. You get clean, verified Brazilian trade JSON payloads returned directly to your OpenAI agent's active context for downstream processing.

Auto-discover Brazilian trade files

Your OpenAI agent uses `get_resource` to pinpoint specific CSV or Excel files hosted by the Brazilian government. Since this MCP Server setup handles tool discovery automatically, your agent immediately knows how to grab those Brazilian trade files. You can set up specialized OpenAI agents to pass these Brazilian trade resource targets to each other. One OpenAI agent finds the resource, and the next processes the Brazilian trade volume calculations.

Setup guide

Set up MDIC (Comércio Exterior) MCP in OpenAI Agents SDK

Prerequisites

  • Python 3.10+ installed
  • openai-agents package (pip install openai-agents)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install the SDK

    Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.

  2. 2

    Connect via SSE transport

    Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all MDIC (Comércio Exterior) tools at runtime.

  3. 3

    Create your Agent

    Pass the MCP to Agent(mcp_servers=[server]). The agent receives MDIC (Comércio Exterior) tools as native definitions — JSON schemas resolve automatically.

  4. 4

    Run the agent

    Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate MDIC (Comércio Exterior) tools and returns structured results. Copy the full example on the right to get started.

agent.py
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="MDIC (Comércio Exterior) Agent",
            instructions="You have access to MDIC (Comércio Exterior) tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by MDIC (Comércio Exterior). 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 MDIC (Comércio Exterior) MCP in OpenAI Agents SDK

Install the package and pass the MDIC server URL to `MCPServerStreamableHttp`. The OpenAI Agents SDK automatically registers the five trade tools so your agent can query Brazilian customs data immediately.
Yes, your OpenAI agent can call `search_datastore` with specific SQL filters to extract targeted import statistics. This lets the agent isolate specific Brazilian HS codes or trade years without downloading massive files.
You can have a discovery agent use `search_packages` to find the correct Brazilian trade dataset, then hand off the package ID to a specialized OpenAI analyst agent. The analyst agent then runs `get_package` to extract the actual Brazilian trade metrics.
The MCP Server will return an error code, which your OpenAI agent catches. You can configure your Python workflow to retry the `search_datastore` call or fall back to cached local Brazilian trade data.
The server only processes public Brazilian export and import statistics and metadata, never storing your OpenAI query parameters. Your actual SQL queries and package searches run in an ephemeral, zero-trust sandbox that is destroyed immediately after execution.

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