Zipcode Demographics Comparator

Example Use Cases

• 1

  Compare demographic distributions between two ZIP codes to identify statistically significant differences by age, gender, and ethnicity.

• 2

  Integrate zipcode-level demographic comparison into Claude Desktop or other FastMCP-capable clients for automated analysis and reporting.

• 3

  Run z-score–based anomaly detection on synthetic census populations supplied as .pkl files from AgentTorch.

Description

This MCP server ingests synthetic census data and compares two ZIP Code Tabulation Areas (ZCTAs) across age, gender, and ethnicity dimensions, reporting groups with z-scores > 2. It is FastMCP-compatible and exposes a compare_regions tool and an MCP endpoint suitable for integration with Claude Desktop. The tool uses .pkl population/household files (generated via AgentTorch) to perform quick anomaly detection and produce human-readable summaries of demographic differences.