• VALIDATION
  • STRUCTURE
  • ACCURACY
  • HUMAN

How to inspect Eurostat dataset dimensions with your AI

Connect the Eurostat Discovery MCP to your AI client to validate dataset structures before you run queries.

Ask AI about this page

Short answer

How do I check Eurostat dataset dimensions with AI?

Your AI calls the metadata tool to pull the specific dimensions and valid code lists for any Eurostat dataset. This prevents query errors by confirming exactly which parameters the dataset accepts. You get a clear map of the data structure to use in your prompts.

The results of the inspection

What you get from this task

Running this task gives your AI the context it needs to talk to Eurostat accurately.

VALIDATION

Valid query parameters

The AI identifies the exact dimension names and allowed values. You won't hit errors caused by typos in your filters.

STRUCTURE

Dataset dimension maps

Your agent pulls the full hierarchy of the dataset. This lets you understand how variables relate to each other.

ACCURACY

Verified code lists

The AI checks the specific codes used for classifications. This ensures your requests match Eurostat's internal logic.

HUMAN

Manual data review

You decide which specific dimensions are relevant for your analysis. The AI provides the options, but you pick the focus.

The workflow

What your AI does when the request arrives.

The AI moves from broad dataset identification to specific parameter validation.

  1. Fetch metadata

    The AI pulls the structural definition of the requested Eurostat dataset.

    get_dataset_metadata

  2. Map dimensions

    The agent parses the dimension names and their corresponding hierarchies.

    get_dataset_metadata

  3. Extract code lists

    The AI identifies the valid values and codes for each dimension to prevent invalid queries.

    get_dataset_metadata

  4. Verify parameters

    The agent compares your intended query against the retrieved metadata to confirm compatibility.

    get_dataset_metadata

Try it

Copy these to start.

Use these prompts to begin inspecting Eurostat data.

Starting points

Replace the dataset IDs with the specific Eurostat codes you are researching.

Eurostat Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_SRfWvytX3AaXg0kZ1x3fyfiTYkDyjrARejLhyjxj/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Eurostat capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "eurostat-discovery-dataset-catalog-explorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SRfWvytX3AaXg0kZ1x3fyfiTYkDyjrARejLhyjxj/mcp"
    }
  }
}
Copy into chat04

  • Get the metadata for Eurostat dataset 'sdmx-23-001' so I can see its dimensions.

  • Check the valid code lists for the dimensions in dataset 'nama_10_gdp'.

  • List all available dimensions for the dataset 'tasc_pc_a' to help me build a query.

  • Verify if 'country' and 'time' are valid dimension names for this Eurostat dataset.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Eurostat Discovery once, then ask.

One connection links the MCP to your AI client. Your credentials stay encrypted, and you can start querying immediately.

Connect Eurostat Discovery to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the data in Eurostat?

    No. The AI only reads metadata and dataset structures. It cannot modify any Eurostat records.

  • 02

    Does the AI download the entire dataset?

    No. It only pulls the metadata and dimension definitions needed to construct valid queries.

  • 03

    Can I use this with Claude?

    Yes, any MCP-compatible client like Claude, Cursor, or Windsurf works with this connector.

  • 04

    Will the AI fix my typos in the query?

    The AI uses the metadata to tell you if your parameters are wrong, but you must provide the corrected query.

  • 05

    Can the AI create new datasets?

    No. The tool is strictly for discovering and inspecting existing Eurostat datasets.

  • More questions about Eurostat Discovery? See everything the Eurostat Discovery Connector can do

Connect Eurostat to Claude, Cursor, ChatGPT & more