What product classifications does Eurostat use?

Trade data uses SITC (Standard International Trade Classification) and CN (Combined Nomenclature). Industrial data uses NACE Rev. 2 (statistical classification of economic activities).

Eurostat Trade — EU International Commerce MCP Server for LlamaIndex 5 tools — connect in under 2 minutes

Name: Eurostat Trade — EU International Commerce
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 5 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Eurostat Trade — EU International Commerce as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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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 Eurostat Trade — EU International Commerce. "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Eurostat Trade — EU International Commerce?"
    )
    print(response)

asyncio.run(main())

Eurostat Trade — EU International Commerce

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About Eurostat Trade — EU International Commerce MCP Server

Track EU trade flows and industrial activity across all 27 member states.

LlamaIndex agents combine Eurostat Trade — EU International Commerce tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through the 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

Trade Balance — EU imports/exports by partner country
Trade by Product — SITC product classification
Industrial Production — Monthly index by sector (NACE)
Retail Trade — Volume index as consumer spending proxy
Generic Query — Any trade/industry dataset

The Eurostat Trade — EU International Commerce MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex 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 Eurostat Trade — EU International Commerce to LlamaIndex via MCP

Follow these steps to integrate the Eurostat Trade — EU International Commerce MCP Server with LlamaIndex.

Install dependencies

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

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

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

Explore tools

The agent discovers 5 tools from Eurostat Trade — EU International Commerce

Why Use LlamaIndex with the Eurostat Trade — EU International Commerce MCP Server

LlamaIndex provides unique advantages when paired with Eurostat Trade — EU International Commerce through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Eurostat Trade — EU International Commerce tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Eurostat Trade — EU International Commerce tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Eurostat Trade — EU International Commerce, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Eurostat Trade — EU International Commerce tools were called, what data was returned, and how it influenced the final answer

Eurostat Trade — EU International Commerce + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Eurostat Trade — EU International Commerce MCP Server delivers measurable value.

Hybrid search: combine Eurostat Trade — EU International Commerce real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Eurostat Trade — EU International Commerce to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Eurostat Trade — EU International Commerce for fresh data

Analytical workflows: chain Eurostat Trade — EU International Commerce queries with LlamaIndex's data connectors to build multi-source analytical reports

Eurostat Trade — EU International Commerce MCP Tools for LlamaIndex (5)

These 5 tools become available when you connect Eurostat Trade — EU International Commerce to LlamaIndex via MCP:

get_industrial_production

Base year 2015=100. Breakdown by NACE sector. A leading indicator of economic activity. Get EU industrial production index by country and sector

get_retail_trade

Consumer spending proxy. Covers food, non-food, and online retail. Get EU retail trade volume index

get_trade_balance

Dataset: ext_lt_maineu. Key partners: US, CN, UK, JP, CH. Get EU international trade balance by partner country

get_trade_by_product

Dataset: ext_st_eu27_2020sitc. Covers food, raw materials, fuels, chemicals, machinery, manufactured goods. Get EU trade by product classification (SITC)

get_trade_dataset

Common codes: ext_tec01, sts_inpr_m, sts_trtu_m, sbs_na_ind_r2. Query any Eurostat trade/industry dataset by code

Example Prompts for Eurostat Trade — EU International Commerce in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Eurostat Trade — EU International Commerce immediately.

"What is the EU trade balance with China?"

"Show industrial production trends for Germany"

"How is retail trade performing in the EU?"

Troubleshooting Eurostat Trade — EU International Commerce MCP Server with LlamaIndex

Common issues when connecting Eurostat Trade — EU International Commerce to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Eurostat Trade — EU International Commerce + LlamaIndex FAQ

Common questions about integrating Eurostat Trade — EU International Commerce MCP Server with LlamaIndex.

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.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Eurostat Trade — EU International Commerce tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.