• DISCOVERY
  • SEARCH
  • INSPECTION
  • HUMAN

How to audit municipal budget data with your AI

Connect Gipuzkoa Irekia to your AI client to pull specific financial datasets from local government organizations. Once connected, your agent handles the heavy lifting of locating and inspecting the data you need.

Ask AI about this page

Short answer

How do I audit municipal budget data with my AI?

You point your AI at the Gipuzkoa Irekia data source to find specific municipal organizations and their budget packages. Your agent then pulls the raw data for you to inspect and compare. You get a clear path from broad searches to specific datasets.

The audit outcomes

Where your research lands.

Your AI turns raw municipal data into organized research targets.

DISCOVERY

Targeted organization lists

The AI identifies the specific municipal bodies you want to study. You get a clean list of organizations to choose from.

SEARCH

Budget package identification

Your agent finds the exact budget datasets within those organizations. It filters through the available packages to find the right files.

INSPECTION

Data package details

The AI pulls the metadata and structure for a specific budget package. You see exactly what information is available for your analysis.

HUMAN

Final comparative analysis

The AI provides the raw data and metadata, but you perform the actual audit. You decide which budget discrepancies or trends matter.

The workflow

What your AI does when the data arrives.

The AI uses the Gipuzkoa Irekia tools to navigate the municipal data hierarchy.

  1. Identify organizations

    Your agent scans the available municipal entities to narrow down your search area.

    list_organizations

  2. Locate budget files

    The AI searches through the selected organization's files to find budget-related datasets.

    search_packages

  3. Examine dataset structure

    Your agent looks into a specific package to see the available fields and data points.

    show_package

  4. Prepare for audit

    The AI gathers the necessary package information so you can begin your comparison.

    show_package

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap out the organization names or budget terms for the specific ones you are looking for.

Gipuzkoa Irekia Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_86RncpAm0YOcynyXsoAR3xWt4qz4AULJNNB4AlX7/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 — Gipuzkoa Irekia capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gipuzkoa-irekia-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_86RncpAm0YOcynyXsoAR3xWt4qz4AULJNNB4AlX7/mcp"
    }
  }
}
Copy into chat04

  • List all the municipal organizations available in Gipuzkoa Irekia.

  • Search for budget datasets within the local government organizations.

  • Show me the details for the most recent municipal budget package.

  • Find all budget packages related to public works in the list of organizations.

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

Start here

Connect Gipuzkoa Irekia once, then ask.

One click connects this MCP to your client. Your credentials stay encrypted and the setup is handled on our end.

Connect Gipuzkoa Irekia to your AI

FAQ

How this task behaves.

  • 01

    Can my AI change the budget data?

    No. The AI can only read and inspect the datasets provided by the connector.

  • 02

    Can the AI download files directly to my computer?

    No. The AI retrieves the data and metadata through the tools, which you then use in your chat interface.

  • 03

    How does the AI find specific budget years?

    The AI uses the search tool to look for packages that match the keywords or years you specify.

  • 04

    Does the AI decide which budget is most important?

    No. The AI provides the data and the metadata, but you must decide which datasets are relevant for your audit.

  • 05

    Can I use this with any AI client?

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

  • More questions about Gipuzkoa Irekia? The Connector page answers them. See everything the Gipuzkoa Irekia Connector can do

Connect Gipuzkoa Irekia to Claude, Cursor, ChatGPT & more