• DATA
  • INSIGHT
  • ANALYSIS
  • HUMAN

How to query dataset content with your AI

Connect your AI to the Junta de Andalucía portal to pull specific information from government datasets. Once linked, you can ask questions about the data directly.

Ask AI about this page

Short answer

How can I search government datasets with my AI?

Your AI uses the search_datastore tool to scan the Junta de Andalucía portal for specific keywords or values. This lets you find exact data entries without manually browsing through government portals. You'll get specific results based on the content within the datasets.

Where your data lands

What you get from your queries

The AI handles the searching, leaving you with the specific data points you need.

DATA

Exact data entries

The AI uses search_datastore to find specific rows or records that match your query. You get the raw information you asked for.

INSIGHT

Filtered information

Instead of a list of files, your AI pulls the specific content within those files. This narrows down the government resources to just what matters.

ANALYSIS

Contextual answers

Your AI interprets the results from the search to answer your follow-up questions. It turns raw data into readable answers.

HUMAN

Manual verification

You remain responsible for checking the accuracy of the data against the official portal. The AI finds the data, but you confirm it.

The workflow

What your AI does when you ask a question.

The AI bridges the gap between your chat interface and the government's data repositories.

  1. Identify the target

    Your AI looks at your question to determine which specific dataset or resource contains the information you need.

    search_datastore

  2. Execute the search

    The agent runs a full-text search across the portal's indexed content to locate relevant entries.

    search_datastore

  3. Extract content

    Once the search finds a match, the AI pulls the specific text or data points from the resource.

    search_datastore

  4. Format the answer

    The AI presents the found data in a way that answers your specific question directly.

    search_datastore

Try it

Copy these to start.

Use these prompts to begin searching the Junta de Andalucía datasets.

Starting points

Replace the bracketed text with the specific topic or dataset name you are looking for.

Junta de Andalucía Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hCDjSQlyrFziaQjAODgMBRQmeXCYSejt3VYHuNyn/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 — Junta de Andalucía capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "junta-de-andalucia-portal-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hCDjSQlyrFziaQjAODgMBRQmeXCYSejt3VYHuNyn/mcp"
    }
  }
}
Copy into chat04

  • Search the Junta de Andalucía datasets for information regarding [specific topic].

  • Find the exact data entry for [specific entity or value] in the government resources.

  • What does the current dataset say about [specific regulation or law]?

  • Look through the portal for any records related to [specific geographic area or department].

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

Start here

Connect Junta de Andalucía (Portal) once, then ask.

Follow the link to connect the MCP to your AI client. Your credentials stay encrypted, and you can start querying immediately.

Connect Junta de Andalucía (Portal) to your AI

FAQ

How the search behaves

  • 01

    Can the AI update or change government data?

    No. The AI only has permission to search and read the data through the search_datastore tool. It cannot modify any official records.

  • 02

    Does the AI search every single file on the portal?

    The AI searches the content that has been indexed for the search_datastore tool. It can only access what the tool is capable of retrieving.

  • 03

    Can I use this to download large CSV files?

    No. The AI is designed to find and read specific data entries to answer your questions, not to act as a bulk file downloader.

  • 04

    What happens if the AI can't find the data?

    If the search_datastore tool returns no matches for your query, the AI will tell you that the information could not be found in the available datasets.

  • 05

    Do I need to log in to the government portal every time?

    No. Once you connect the MCP through Vinkius, your AI client maintains the connection, so you don't have to manually log in for every query.

  • More questions about Junta de Andalucía (Portal)? The Connector page answers them. See everything the Junta de Andalucía (Portal) Connector can do

Connect Junta de Andalucía to Claude, Cursor, ChatGPT & more