• MAPPING
  • VALIDATION
  • SAMPLES
  • HUMAN

How to inspect data schemas with your AI

Connect to Aragón Open Data once. After that, your agent handles the heavy lifting of exploring dataset structures.

Ask AI about this page

Short answer

How can I check the structure of Aragón Open Data sets with my AI?

Your agent uses specific tools to pull lists of available datasets, identify column names, and peek at actual row values. This lets you verify data types and field names without manual downloads. You'll get a clear map of the data before you start your work.

The results of inspection

What you get from schema inspection

The AI handles the discovery so you can focus on the logic.

MAPPING

Complete field maps

The agent identifies every column name and its type. You get a precise blueprint of the dataset structure.

VALIDATION

Data type checks

The AI confirms if a field is a string, integer, or date. This prevents errors during your later analysis steps.

SAMPLES

Real data previews

Your agent pulls actual rows to show you what the values look like. You'll see the real formatting immediately.

HUMAN

Manual verification

You decide which datasets are worth deep diving into. The AI provides the context, but you make the call.

The workflow

What your AI does when the data arrives.

The agent moves from broad discovery to specific field inspection.

  1. Find datasets

    The agent looks through the available views to find the specific data you need.

    list_views

  2. Map columns

    Once a dataset is selected, the agent pulls the exact names and types of every column.

    show_columns

  3. Check values

    The agent grabs a few rows to show you the actual content within those columns.

    preview_data

  4. Verify structure

    The agent uses the column information to confirm the schema matches your requirements.

    show_columns

Try it

Copy these to start.

Use these prompts to kick off your inspection.

Starting points

These are starting points. Swap out the dataset names for the specific ones you want to explore.

Aragón Open Data Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_U2FrehT9ZwKWDKtgZlyI9Q4wBfp7a5oWuyuR4Hyg/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 — Aragón Open Data capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aragon-open-data-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_U2FrehT9ZwKWDKtgZlyI9Q4wBfp7a5oWuyuR4Hyg/mcp"
    }
  }
}
Copy into chat04

  • List all the available datasets in Aragón Open Data.

  • Show me the columns and data types for the transport dataset.

  • Give me a preview of the first few rows in the census dataset.

  • What are the column names for the environmental data view?

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

Start here

Connect Aragón Open Data once, then ask.

Just link the MCP to your client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Aragón Open Data to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the data in the datasets?

    No. The tools only allow the AI to read and preview data. It cannot modify, delete, or add any information to the Aragón Open Data source.

  • 02

    Can the AI download the entire dataset for me?

    No. The AI can preview specific rows and list columns, but it does not have a tool to export or download full files.

  • 03

    How does the AI know which columns are available?

    It uses the show_columns tool to pull the exact schema directly from the source.

  • 04

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Does the AI see all the data at once?

    No. It only sees the specific columns or row previews it requests through its tools.

  • More questions about Aragón Open Data? The Connector page answers them. See everything the Aragón Open Data Connector can do

Connect Aragón Open Data to Claude, Cursor, ChatGPT & more