• COMPLIANCE
  • REVENUE
  • EXPENSES
  • HUMAN

How to audit municipal spending with your AI

Connect Cuiabá Transparency to your AI client. Once connected, your agent can pull real-time financial data to check for budget discrepancies.

Ask AI about this page

Short answer

How can I use AI to audit city budgets?

Your AI pulls specific revenue and expense records to compare actual spending against approved budget limits. You'll get a clear view of where money is flowing and where it deviates from the plan.

Audit outcomes.

Where the data leads.

The AI processes raw city records into these specific findings.

COMPLIANCE

Budget alignment checks

The AI compares actual costs against the set budget. You'll see exactly which departments are over or under their limits.

REVENUE

Income tracking

Your agent monitors incoming city funds. This helps you verify that all expected revenue streams are being recorded.

EXPENSES

Spending patterns

The AI categorizes every outgoing payment. You can quickly identify unusual spikes in specific municipal sectors.

HUMAN

Manual investigation

The AI flags the red flags. You decide which specific transactions require a deep dive or a formal inquiry.

The workflow

What your AI does when the data arrives.

The AI acts as a data analyst that pulls from the city's financial records.

  1. Pulling the budget

    The AI retrieves the official approved spending limits for the municipality.

    list_budget

  2. Gathering revenue

    Your agent pulls all recorded income to see what the city has actually collected.

    list_revenues

  3. Collecting expenses

    The AI pulls a full list of all recent municipal payouts and costs.

    list_expenses

  4. Identifying gaps

    The AI compares the three data sets to find where spending exceeds the budget or where revenue is missing.

    list_budgetlist_revenueslist_expenses

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are starting points. Swap out the department names or timeframes to match what you are looking for.

Cuiabá Transparency Portal Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HycrQFBJ0RpOZMBIR4WytTG3D9BSL4hJMTif8aok/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 — Cuiabá Transparency Portal capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cuiaba-transparency-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HycrQFBJ0RpOZMBIR4WytTG3D9BSL4hJMTif8aok/mcp"
    }
  }
}
Copy into chat04

  • Compare the current list of expenses against the approved budget for the Education department.

  • List all revenues from the last quarter and check if they match our projected income.

  • Find any expenses in the Public Works category that exceed the allocated budget.

  • Show me a summary of all revenue and expenses for the current fiscal year.

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

Start here

Connect Cuiabá Transparency once, then ask.

You only need to link the MCP once. Your credentials stay encrypted, and you can immediately start asking your AI about city spending.

Connect Cuiabá Transparency to your AI

FAQ

How the audit task behaves

  • 01

    Can the AI change the budget numbers?

    No. The AI can only read the data. It has no permission to edit or delete any municipal records.

  • 02

    Does the AI decide which spending is illegal?

    No. The AI identifies mathematical discrepancies and budget violations. You must perform the actual legal or ethical judgment.

  • 03

    Can I use this with Claude?

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

  • 04

    Does the AI see all city data?

    The AI only sees the data provided by the specific tools in this MCP: budgets, revenues, and expenses.

  • 05

    Will the AI report these findings to the city?

    No. The AI only provides the information to you in your chat interface.

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

Connect Cuiabá Transparency Portal to Claude, Cursor, ChatGPT & more