• SCHEMA
  • FILES
  • VALIDATION
  • HUMAN

How to inspect dataset metadata with your AI

Connect your AI to the Valencia Open Government portal to see how datasets are organized. Once connected, your agent can pull package details and file structures without you browsing the web.

Ask AI about this page

Short answer

How can I check dataset structures with my AI?

Your AI pulls package information and individual resource details from the Valencia Open Government repository. This lets you verify column names and file formats before you start any analysis. You'll get a clear view of the data architecture through the following steps.

The outcomes

Where your data insights land.

The AI handles the heavy lifting of looking up technical details so you can focus on the data itself.

SCHEMA

Dataset structure maps

The AI pulls the full package details. You get a clear list of what fields exist in a specific dataset.

FILES

Resource file details

Your agent identifies specific files within a package. You'll know the format and size of each resource before downloading.

VALIDATION

Pre-processing checks

The AI compares requested data against actual metadata. This prevents errors caused by missing columns or wrong file types.

HUMAN

Manual data decisions

The AI identifies the structure, but you decide which specific files are worth processing or downloading for your project.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your chat interface and the Valencia data repository.

  1. Locate the dataset

    The AI finds the specific data package you're interested in by looking up its metadata.

    show_package

  2. Examine file contents

    Once the package is found, the agent looks into the individual files or resources contained within it.

    show_resource

  3. Verify field names

    The AI checks the specific attributes and resource properties to ensure the data matches your needs.

    show_resource

  4. Summarize structure

    The agent presents a clean summary of the dataset's organization so you can plan your next move.

    show_package

Try it

Copy these to start.

Use these prompts to begin your inspection.

Starting points

Swap the bracketed text for the specific dataset name or ID you found on the Valencia portal.

Gobierno Abierto Valencia Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_uRkEAn5Jl7a5hTtKwwYrbwNZqbvGJlDzVG4hJ3tL/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 — Gobierno Abierto Valencia capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gobierno-abierto-valencia-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_uRkEAn5Jl7a5hTtKwwYrbwNZqbvGJlDzVG4hJ3tL/mcp"
    }
  }
}
Copy into chat04

  • Show me the metadata for the [dataset name] package.

  • What are the specific resources available in the [dataset ID] dataset?

  • List the file formats and properties for the resources in [package name].

  • Check the structure of the [resource ID] file to see what columns are available.

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

Start here

Connect Gobierno Abierto Valencia once, then ask.

Just click to connect. Your credentials stay encrypted, and you can immediately start asking your AI about Valencia's datasets.

Connect Gobierno Abierto Valencia to your AI

FAQ

How this task behaves

  • 01

    Can the AI download the files for me?

    No. The AI can see the file details and metadata, but you must handle the actual file downloads through your own tools.

  • 02

    Can the AI change the data in the Valencia portal?

    No. This connector is read-only. It can only retrieve information about existing datasets and resources.

  • 03

    How do I find a specific dataset ID?

    You can find the ID in the URL of the dataset page on the official Valencia Open Government website.

  • 04

    Does the AI see the actual rows of data?

    No. The tools provided only allow the AI to see the metadata and resource descriptions, not the raw data rows themselves.

  • 05

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • More questions about Gobierno Abierto Valencia? The Connector page answers them. See everything the Gobierno Abierto Valencia Connector can do

Connect Gobierno Abierto Valencia to Claude, Cursor, ChatGPT & more