Why Full instead of individual servers?

The Full server has **all 26 tools** including cross-domain queries. Ask about GDP AND unemployment AND emissions in one session. Plus the Discovery tools to find any of 7,000+ datasets on the fly.

Eurostat Full Access — EU Statistical Intelligence MCP Server for LlamaIndex 26 tools — connect in under 2 minutes

Name: Eurostat Full Access — EU Statistical Intelligence
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 26 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Eurostat Full Access — EU Statistical Intelligence 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 Full Access — EU Statistical Intelligence. "
            "You have 26 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Eurostat Full Access — EU Statistical Intelligence?"
    )
    print(response)

asyncio.run(main())

Eurostat Full Access — EU Statistical Intelligence

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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 Eurostat Full Access — EU Statistical Intelligence MCP Server

The definitive Mega-Server for EU statistical intelligence.

LlamaIndex agents combine Eurostat Full Access — EU Statistical Intelligence tool responses with indexed documents for comprehensive, grounded answers. Connect 26 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.

26 tools across 5 domains

💰 Economy (6) — GDP, debt, HICP, rates, exchange
👥 Population (6) — Demographics, unemployment, migration, wages
🚢 Trade (5) — International trade, industrial production, retail
🌱 Environment (6) — Emissions, energy, renewables, waste, agriculture
🔍 Discovery (3) — Search 7K+ datasets, metadata, generic query

No API Key Required

The Eurostat Full Access — EU Statistical Intelligence MCP Server exposes 26 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 Full Access — EU Statistical Intelligence to LlamaIndex via MCP

Follow these steps to integrate the Eurostat Full Access — EU Statistical Intelligence 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 26 tools from Eurostat Full Access — EU Statistical Intelligence

Why Use LlamaIndex with the Eurostat Full Access — EU Statistical Intelligence MCP Server

LlamaIndex provides unique advantages when paired with Eurostat Full Access — EU Statistical Intelligence through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Eurostat Full Access — EU Statistical Intelligence tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Eurostat Full Access — EU Statistical Intelligence tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Eurostat Full Access — EU Statistical Intelligence, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Eurostat Full Access — EU Statistical Intelligence tools were called, what data was returned, and how it influenced the final answer

Eurostat Full Access — EU Statistical Intelligence + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Eurostat Full Access — EU Statistical Intelligence MCP Server delivers measurable value.

Hybrid search: combine Eurostat Full Access — EU Statistical Intelligence real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Eurostat Full Access — EU Statistical Intelligence 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 Full Access — EU Statistical Intelligence for fresh data

Analytical workflows: chain Eurostat Full Access — EU Statistical Intelligence queries with LlamaIndex's data connectors to build multi-source analytical reports

Eurostat Full Access — EU Statistical Intelligence MCP Tools for LlamaIndex (26)

These 26 tools become available when you connect Eurostat Full Access — EU Statistical Intelligence to LlamaIndex via MCP:

get_agriculture_data

Covers cereals, fruits, vegetables, wine grapes, olive oil. Essential for Common Agricultural Policy (CAP) analysis. Get EU agriculture production data

get_dataset

Provide the dataset code and optional dimension filters. Find codes via search_datasets or the Eurostat Data Browser. Query any Eurostat dataset by code with flexible filters

get_dataset_metadata

Shows all available dimensions, code lists, and possible filter values. Use this before querying to understand what filters are available. Get metadata for a Eurostat dataset: dimensions, codes, frequencies

get_economic_dataset

Use the Eurostat Data Browser to find codes. Common: nama_10_gdp, gov_10q_ggnfa, tec00115, teina225. Query any Eurostat economy/finance dataset by code

get_emissions

Units: tonnes of CO2 equivalent. Breakdown by source sector (energy, agriculture, transport, industry, waste). Essential for EU Green Deal and Paris Agreement tracking. Get EU greenhouse gas emissions by country and sector

get_employment

Key indicators for labor market tightness and wage pressure analysis. Get EU employment rates and labor cost index

get_energy_balance

Production, imports, exports, gross consumption by energy source. The definitive view of a country energy system. Get EU complete energy balance by country

get_energy_prices

Datasets: nrg_pc_204 (electricity households), nrg_pc_205 (electricity industry), nrg_pc_202 (gas households), nrg_pc_203 (gas industry). Semi-annual data in EUR per kWh / GJ. Get EU electricity and gas prices for households and industry

get_exchange_rates

Dataset: ert_bil_eur_m (monthly) or ert_bil_eur_d (daily). Get EUR bilateral exchange rates against major currencies

get_gdp

Dataset: namq_10_gdp (quarterly) or nama_10_gdp (annual). Filter by country, unit (CLV10_MEUR, CP_MEUR, PC_GDP), and GDP component (B1GQ=GDP, P3=consumption, P5G=investment). Get EU GDP data by country — quarterly or annual

get_government_debt

Dataset: gov_10dd_edpt1 (annual EDP). Critical for Maastricht criteria monitoring (60% debt, 3% deficit). Get EU government debt and deficit by country

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_inflation

Datasets: prc_hicp_manr (annual rate, monthly), prc_hicp_mmor (monthly rate), prc_hicp_aind (annual average). The ECB targets 2% HICP inflation. Filter by country and COICOP category. Get EU inflation (HICP) — the official measure used by the ECB

get_interest_rates

Datasets: irt_st_m (short-term, monthly), irt_lt_mcby_m (long-term government bond yields). Key for ECB policy analysis. Get EU short-term and long-term interest rates

get_life_expectancy

A key demographic and health policy indicator. Shows dramatic variation across EU: from ~74 years (Bulgaria) to ~84 years (Spain). Get life expectancy at birth by EU country and sex

get_migration

Critical data for understanding EU migration flows, asylum, and demographic change. Get EU immigration and emigration data by citizenship

get_minimum_wages

Shows EUR/month values. Not all EU countries have statutory minimums (e.g., Nordics use collective bargaining). Updated semi-annually. Get minimum wage levels across EU countries

get_population

Dataset: demo_pjan. Filter by age group and sex. Covers all 27 EU members + EEA + candidate countries. Get EU population by country, age, and sex

get_renewable_energy

The EU target is 42.5% by 2030. Leaders: Sweden (~65%), Finland (~48%). Laggards: Luxembourg, Malta, Belgium. Get EU renewable energy share by country

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

get_unemployment

Dataset: une_rt_m (monthly). The most-watched EU labor market indicator. Youth unemployment (une_rt_m with age=Y_LT25) is a critical policy metric. Get EU unemployment rates monthly by country, age, and sex

get_waste_statistics

Treatment: landfill, incineration, recycling. Key for circular economy policy. Get EU waste generation and treatment data

search_datasets

Returns matching dataset codes and names. Use this to find the right dataset code before querying data. Search Eurostat dataset catalog by keyword

Example Prompts for Eurostat Full Access — EU Statistical Intelligence in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Eurostat Full Access — EU Statistical Intelligence immediately.

"Full EU snapshot: GDP, unemployment, inflation, and emissions"

"Compare Portugal across economy, demographics, and energy"

"Find and query a dataset about tourism in the EU"

Troubleshooting Eurostat Full Access — EU Statistical Intelligence MCP Server with LlamaIndex

Common issues when connecting Eurostat Full Access — EU Statistical Intelligence to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Eurostat Full Access — EU Statistical Intelligence + LlamaIndex FAQ

Common questions about integrating Eurostat Full Access — EU Statistical Intelligence 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 Full Access — EU Statistical Intelligence tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.