• DATA
  • ANALYSIS
  • REPORTS
  • HUMAN

How to query municipal data records with your AI

Connect to the Valencia Open Government datasets once. After that, your AI handles the heavy lifting of searching and filtering public records.

Ask AI about this page

Short answer

How can I search Valencia's public data with my AI?

Your AI uses the search_datastore tool to scan municipal datasets for specific keywords, dates, or categories. You get precise filtered results instead of digging through raw files. Here is how the process works.

The results you get

What your queries produce

The AI translates your natural language questions into specific data lookups.

DATA

Filtered record sets

The AI pulls specific rows from the Valencia datastore that match your criteria. You get clean, relevant data points immediately.

ANALYSIS

Pattern recognition

Once the data is pulled, your AI identifies trends or outliers within the municipal records. This turns raw numbers into useful observations.

REPORTS

Summary tables

The AI organizes the retrieved records into readable formats. You can ask for lists, counts, or specific comparisons.

HUMAN

Manual verification

You must review the AI's findings against the official source. The AI provides the data, but you make the final call on its accuracy.

The workflow

What your AI does when a query arrives.

The AI acts as a bridge between your chat interface and the municipal database.

  1. Interpret intent

    Your AI analyzes your question to determine which specific dataset or filter is needed. It maps your words to the correct database parameters.

    search_datastore

  2. Execute search

    The agent runs the search against the Valencia datastore. It looks for the exact matches you requested.

    search_datastore

  3. Filter results

    The AI narrows down the returned records to exclude irrelevant entries. This ensures you only see the data that matters to your query.

    search_datastore

  4. Format output

    The agent presents the final data in a way that is easy to read. It converts raw database entries into a conversational response.

    search_datastore

Try it

Copy these to start.

Use these prompts to begin interacting with the Valencia datasets.

Starting points

Swap out the bracketed text for the specific topics or dates you are looking for.

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

  • Find all records in the municipal datastore related to [urban planning] from last year.

  • Search for entries in the Valencia dataset concerning [public transport] usage.

  • List the most recent records updated in the [environmental] dataset.

  • Filter the datastore for any entries mentioning [street maintenance] in the last six months.

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

Start here

Connect Gobierno Abierto Valencia once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted and the setup is handled on our end.

Connect Gobierno Abierto Valencia to your AI

FAQ

How the data querying works

  • 01

    Can the AI change or delete municipal records?

    No. The AI only has permission to read and search the datastore. It cannot modify, delete, or add any information to the official records.

  • 02

    Does the AI provide real-time updates?

    The AI provides access to whatever data is currently available in the Valencia datastore via the search tool.

  • 03

    Can I export the data to a spreadsheet?

    The AI can format the data into a table or a CSV-style text block, which you can then copy and paste into your own files.

  • 04

    Can the AI perform calculations on the data?

    Yes. Once the AI retrieves the records using the search tool, it can perform math, like finding averages or totals, based on the results it found.

  • 05

    Can the AI access private city council documents?

    No. The AI only has access to the public datasets exposed through the Gobierno Abierto Valencia connector.

  • 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