SWFL Data Gulf

What it does

SWFL Data Gulf is a multi-brain intelligence platform providing deep data for Lee and Collier counties in Florida. It transforms raw data from sources like FEMA, BLS, and FDOT into distilled output blocks. The platform renders interactive reports with deterministic charts and a "Highlighter" feature that allows users to interrogate specific facts using AI grounded strictly in the report's dossier.

Key features

• Multi-Brain Synthesis: Uses a DAG of specialized brains (Economy, Real Estate, Risk, Infrastructure) feeding into a master synthesizer.
• Falsifiable Predictions: Every direction call includes a confidence score and a specific number that would prove the prediction wrong.
• Interactive Data Grounding: The Highlighter allows a conversational interface grounded only in the current data payload to prevent hallucinations.
• Analyst-Grade Pipelines: Deterministic TypeScript math replaces LLM arithmetic to ensure accuracy in economic and property metrics.

Installation

For Claude Desktop, add the following to your config:

{
  "mcpServers": {
    "swfl": {
      "type": "http",
      "url": "https://www.swfldatagulf.com/api/mcp"
    }
  }
}

Supported hosts

• Claude Desktop
• Claude Code
• Cursor