CompositePro tier

property_neighborhood

Composite real-estate context for a (lat, lon). Returns POI counts per theme within radius (default 500m), the single nearest POI per major theme, recent earthquake exposure within 25 km (last 30 years, M ≥ 2.5), and the ISTAT census section + comune with population/families/buildings counts. Designed as a feature pack for AVM listings.

Use cases

Generate model-ready features for an automated valuation model in one call.
Surface seismic risk context next to a listing description.
Compare two listings by neighborhood feature vector before showing them to a user.
Bootstrap a property-page sidebar with hyperlocal context.

Arguments

Name	Type	Required	Description
lat	number	required	Latitude in WGS84.
lon	number	required	Longitude in WGS84.
radius_m	number	optional	POI radius (meters). Range 50 – 5,000. Default 500.

Example request

curl

bash

curl -X POST https://mcp.qubitdata.it/mcp \
  -H "Authorization: Bearer $QUBITDATA_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "tools/call",
    "params": {
      "name": "property_neighborhood",
      "arguments": {
            "lat": 41.9028,
            "lon": 12.4964,
            "radius_m": 500
      }
    }
  }'

Example response

JSON-RPC 2.0 result

json

{
  "jsonrpc": "2.0",
  "id": 1,
  "result": {
    "content": [
      {
        "type": "text",
        "text": "{\n  \"poi_counts\": { \"commerce\": 312, \"healthcare\": 9, \"education\": 6 },\n  \"nearest_per_theme\": {\n    \"education\": { \"name\": \"Liceo Visconti\", \"distance_m\": 280 }\n  },\n  \"earthquake_exposure_25km_30y\": { \"events\": 14, \"max_magnitude\": 4.2 },\n  \"census\": { \"sez2021\": \"0580001...\", \"comune\": \"Roma\", \"pop21\": 2104, \"buildings\": 187 }\n}"
      }
    ]
  }
}

Prompts to try

Drop these into Claude Desktop, Cursor, or any MCP-aware client wired to https://mcp.qubitdata.it/mcp.

Claude Desktop

Build an AVM feature row for the property at (41.9028, 12.4964).
Cursor

For each row in my listings table, call property_neighborhood with radius 500m.
Custom MCP client

Show seismic exposure + nearest school for a listing detail page.

Get started

Last updated: 2026-05-04