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MDIC (Comércio Exterior) MCP Server for LlamaIndexGive LlamaIndex instant access to 5 tools to Get Package, Get Resource, List Packages, and more

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add MDIC (Comércio Exterior) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this MCP Server for LlamaIndex

The MDIC (Comércio Exterior) MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to MDIC (Comércio Exterior). "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in MDIC (Comércio Exterior)?"
    )
    print(response)

asyncio.run(main())
MDIC (Comércio Exterior)
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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 MDIC (Comércio Exterior) MCP Server

Connect to the MDIC (Ministry of Development, Industry, Trade and Services) open data portal to analyze Brazilian foreign trade metrics directly through your AI agent.

LlamaIndex agents combine MDIC (Comércio Exterior) tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

  • Dataset Discovery — List and search through all available trade packages (datasets) like 'comex-stat' or 'exportacao-municipios'
  • Metadata Inspection — Get detailed descriptions, tags, and resource lists for specific trade datasets
  • Direct Data Querying — Use the Datastore search to filter and retrieve specific rows from CSV resources using SQL-like parameters
  • Resource Management — Access individual file metadata and download links for trade statistics

The MDIC (Comércio Exterior) MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 MDIC (Comércio Exterior) tools available for LlamaIndex

When LlamaIndex connects to MDIC (Comércio Exterior) through Vinkius, your AI agent gets direct access to every tool listed below — spanning brazil-trade, export-import, economic-data, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get package on MDIC (Comércio Exterior)

Get detailed metadata for a specific dataset (package)

get

Get resource on MDIC (Comércio Exterior)

Get metadata for a specific resource (data file)

list

List packages on MDIC (Comércio Exterior)

List all datasets (packages) available in the MDIC portal

search

Search datastore on MDIC (Comércio Exterior)

Query data directly from a resource stored in the Datastore

search

Search packages on MDIC (Comércio Exterior)

g., "comex", "exportação"). Search for datasets matching a specific query string

Connect MDIC (Comércio Exterior) to LlamaIndex via MCP

Follow these steps to wire MDIC (Comércio Exterior) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 5 tools from MDIC (Comércio Exterior)

Why Use LlamaIndex with the MDIC (Comércio Exterior) MCP Server

LlamaIndex provides unique advantages when paired with MDIC (Comércio Exterior) through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine MDIC (Comércio Exterior) tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain MDIC (Comércio Exterior) tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query MDIC (Comércio Exterior), a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what MDIC (Comércio Exterior) tools were called, what data was returned, and how it influenced the final answer

MDIC (Comércio Exterior) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the MDIC (Comércio Exterior) MCP Server delivers measurable value.

01

Hybrid search: combine MDIC (Comércio Exterior) real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query MDIC (Comércio Exterior) to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying MDIC (Comércio Exterior) for fresh data

04

Analytical workflows: chain MDIC (Comércio Exterior) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for MDIC (Comércio Exterior) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with MDIC (Comércio Exterior) immediately.

01

"Search for MDIC datasets related to 'exportação'."

02

"List the resources available in the 'comex-stat' package."

03

"Query the first 5 rows from resource ID d3b0c1... with a limit of 5."

Troubleshooting MDIC (Comércio Exterior) MCP Server with LlamaIndex

Common issues when connecting MDIC (Comércio Exterior) to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

MDIC (Comércio Exterior) + LlamaIndex FAQ

Common questions about integrating MDIC (Comércio Exterior) MCP Server with LlamaIndex.

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query MDIC (Comércio Exterior) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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