CompositePro tier

site_profile

Generalized site enrichment for any (lat, lon) coordinate. One call returns: POI counts per theme within radius, nearest essential service per major theme (healthcare/education/commerce/mobility/culture/core) with walk/bike/drive distance band, the ISTAT census section + comune containing the point, and the latest OMI real-estate zone with current compr/loc ranges per tipologia. Single-call feature pack for site selection, retail planning, demographic context.

Use cases

Score a candidate retail location with one call instead of stitching 6 separate spatial queries.
Enrich a real-estate listing with hyperlocal context for an LLM-generated description.
Power a “tell me about this address” assistant that needs a comprehensive snapshot.
Bulk-feature properties for an AVM model with a single tool call per row.

Arguments

Name	Type	Required	Description
lat	number	required	Latitude in WGS84.
lon	number	required	Longitude in WGS84.
radius_m	number	optional	POI count radius (meters). Range 50 – 2,500. Default 1,000.

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": "site_profile",
      "arguments": {
            "lat": 45.4642,
            "lon": 9.19,
            "radius_m": 1000
      }
    }
  }'

Example response

JSON-RPC 2.0 result

json

{
  "jsonrpc": "2.0",
  "id": 1,
  "result": {
    "content": [
      {
        "type": "text",
        "text": "{\n  \"poi_counts\": { \"commerce\": 1284, \"healthcare\": 47, \"education\": 32, \"mobility\": 18 },\n  \"nearest_essential\": {\n    \"healthcare\": { \"name\": \"Farmacia del Duomo\", \"distance_m\": 142, \"band\": \"walk\" },\n    \"mobility\":   { \"name\": \"Duomo M1/M3\",        \"distance_m\": 95,  \"band\": \"walk\" }\n  },\n  \"census\": { \"sez2021\": \"0150146...\", \"comune\": \"Milano\", \"pop21\": 1432 },\n  \"omi\": { \"zona\": \"B1\", \"fascia\": \"Centrale\", \"compr_min\": 6500, \"compr_max\": 9800 }\n}"
      }
    ]
  }
}

Prompts to try

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

Claude Desktop

Give me a complete site profile of Piazza Duomo, Milan, radius 1km.
Cursor

For each property in my CSV, call site_profile and emit a flat feature row.
Custom MCP client

Generate a one-paragraph neighborhood description for this address.

Get started

Last updated: 2026-05-04