• TRENDS
  • DATA
  • INSIGHT
  • HUMAN

How to analyze city revenue with your AI

Connect Aracaju to your AI client to pull municipal financial data. Once connected, your agent handles the heavy lifting of comparing fiscal periods and spotting trends.

Ask AI about this page

Short answer

How can I use AI to track city revenue trends?

Your AI uses the Aracaju MCP to pull specific tax and income data from different fiscal periods. It then compares these datasets to highlight shifts in municipal revenue. You'll get a clear view of where the money is coming and how it's changing over time.

The outcomes

What you get from the analysis

The AI processes the raw municipal data into these specific outcomes.

TRENDS

Revenue shift detection

The AI identifies if tax collections are rising or falling between periods. You get a clear picture of fiscal momentum.

DATA

Period comparisons

The agent pulls revenue figures from multiple fiscal years or months. It lays them out so you can see the direct differences.

INSIGHT

Income source breakdown

The AI categorizes municipal income to show which sectors are driving growth. This helps you see which taxes are most reliable.

HUMAN

Policy decisions

The AI provides the data, but you decide how to adjust city budgets or tax policies based on the findings.

The workflow

What your AI does when the data arrives.

The AI moves from raw data retrieval to comparative analysis automatically.

  1. Fetch revenue data

    The agent pulls the necessary tax and income records for the requested timeframes.

    list_revenues

  2. Compare fiscal periods

    The AI looks at the data from one period against another to find discrepancies.

    list_revenues

  3. Identify trends

    The agent calculates the direction of revenue changes over the selected months or years.

    list_revenues

  4. Summarize findings

    The AI turns the numbers into a plain English summary of the city's financial health.

    list_revenues

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap the bracketed info for the specific fiscal years or tax types you want to check.

Aracaju Transparency Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0cDGix0wjY68978yxokfzK1LAqbSOvGmthRirIIp/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 — Aracaju Transparency capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aracaju-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0cDGix0wjY68978yxokfzK1LAqbSOvGmthRirIIp/mcp"
    }
  }
}
Copy into chat04

  • Compare the total tax revenue from the 2022 fiscal year to the 2023 fiscal year.

  • List all revenue sources for Aracaju from the last six months.

  • Show me the trend in municipal income for the current fiscal period.

  • Which tax category saw the biggest change between the last two quarters?

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

Start here

Connect Aracaju once, then ask.

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

Connect Aracaju to your AI

FAQ

How this task behaves

  • 01

    Can the AI change city tax rates?

    No. The AI only reads and analyzes existing revenue data. It cannot modify any municipal records or settings.

  • 02

    Does the AI store my financial data?

    No. The AI uses the data to answer your questions in the moment. Vinkius manages the connection, but it doesn't keep your data.

  • 03

    Can I use this with Claude?

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

  • 04

    Can the AI generate a PDF report of the revenue?

    The AI can write the text for a report, but it cannot directly generate or export a PDF file.

  • 05

    How does the AI know which fiscal year to look at?

    The AI relies on the specific years or periods you mention in your prompt.

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

Connect Aracaju Transparency to Claude, Cursor, ChatGPT & more