India building growth, govt. land rates and price outlook per ~0.7 sq km area. Read-only.
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Compare 2 to 4 areas in India side by side: price today, price outlook, building growth, how built-up, govt. rates. Use for "Whitefield vs Gachibowli", "compare these three villages". Returns a table with one column per area and a link to each area's page. Prices are labelled by kind; a city-wide average is marked and is not comparable with a govt. rate. Names take the best search match: for villages with common names, find coordinates with footprint_search_places first and pass 'lat,lon'.
2 to 4 places. Each is a name ('Whitefield Bengaluru') or coordinates as 'lat,lon' ('12.9698,77.7499').
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add --transport http footprint https://34-180-4-88.sslip.io/mcp
Compare 2 to 4 areas in India side by side: price today, price outlook, building growth, how built-up, govt. rates. Use for "Whitefield vs Gachibowli", "compare these three villages". Returns a table with one column per area and a link to each area's page. Prices are labelled by kind; a city-wide average is marked and is not comparable with a govt. rate. Names take the best search match: for villages with common names, find coordinates with footprint_search_places first and pass 'lat,lon'.
| Argument | Type | Description |
|---|---|---|
| places* | array | 2 to 4 places. Each is a name ('Whitefield Bengaluru') or coordinates as 'lat,lon' ('12.9698,77.7499'). |
{
"type": "object",
"title": "footprint_compare_areasArguments",
"required": [
"places"
],
"properties": {
"places": {
"type": "array",
"items": {
"type": "string"
},
"title": "Places",
"maxItems": 4,
"minItems": 2,
"description": "2 to 4 places. Each is a name ('Whitefield Bengaluru') or coordinates as 'lat,lon' ('12.9698,77.7499')."
}
}
}Report on the ~0.7 sq km area at a point in India: what land costs, how fast it is being built on, and the price outlook. Use for questions like "how fast is Whitefield growing", "what is the govt. land rate in Karumuru", "is this locality built out". Give `place` or both `lat` and `lon` (coordinates are exact; a name takes the best match). Returns: price today and what kind of price it is (city-wide average, govt. plot rate, or none), price outlook per year with a 5-year range, share of ground built on, building growth over 5 years, building count and height, the state's govt. plot and farmland rates with their year, nearby asking prices where listed, a reliability grade, and a link to the area's page with the charts. Covers India only.
| Argument | Type | Description |
|---|---|---|
| lat | any | |
| lon | any | |
| place | any | A place name, e.g. 'Whitefield Bengaluru'. Used when lat/lon are not given; takes the best match and says so if the name is ambiguous. |
{
"type": "object",
"title": "footprint_get_areaArguments",
"properties": {
"lat": {
"anyOf": [
{
"type": "number",
"maximum": 37.6,
"minimum": 6,
"description": "Latitude in India, e.g. 12.9716"
},
{
"type": "null"
}
],
"title": "Lat",
"default": null
},
"lon": {
"anyOf": [
{
"type": "number",
"maximum": 97.6,
"minimum": 68,
"description": "Longitude in India, e.g. 77.5946"
},
{
"type": "null"
}
],
"title": "Lon",
"default": null
},
"place": {
"anyOf": [
{
"type": "string",
"maxLength": 120
},
{
"type": "null"
}
],
"title": "Place",
"default": null,
"description": "A place name, e.g. 'Whitefield Bengaluru'. Used when lat/lon are not given; takes the best match and says so if the name is ambiguous."
}
}
}Find places in India by name and get their coordinates, to use with the other Footprint tools. Searches about 1.2 million places down to villages. Indian village names repeat heavily (dozens of Rampurs), so each match gives its kind (city, town, village, locality, district, state), its state and, for villages and localities, the nearest town ("near Zaidpur"). Returns name, kind, state, near, lat, lon for each match, best first. A pasted "lat, lon" also works.
| Argument | Type | Description |
|---|---|---|
| limit | integer | How many matches to return. |
| query* | string | Place name: village, locality, town, city, district or state. E.g. 'Whitefield', 'Karumuru', 'Rampur'. |
| near_lat | any | Optional: rank matches near this latitude first. |
| near_lon | any | Optional: rank matches near this longitude first. |
{
"type": "object",
"title": "footprint_search_placesArguments",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"title": "Limit",
"default": 8,
"maximum": 20,
"minimum": 1,
"description": "How many matches to return."
},
"query": {
"type": "string",
"title": "Query",
"maxLength": 120,
"minLength": 1,
"description": "Place name: village, locality, town, city, district or state. E.g. 'Whitefield', 'Karumuru', 'Rampur'."
},
"near_lat": {
"anyOf": [
{
"type": "number",
"maximum": 37.6,
"minimum": 6
},
{
"type": "null"
}
],
"title": "Near Lat",
"default": null,
"description": "Optional: rank matches near this latitude first."
},
"near_lon": {
"anyOf": [
{
"type": "number",
"maximum": 97.6,
"minimum": 68
},
{
"type": "null"
}
],
"title": "Near Lon",
"default": null,
"description": "Optional: rank matches near this longitude first."
}
}
}List the top ~0.7 sq km areas in an Indian state or district, ranked by building growth, building count, height or price outlook. Use for "where is building fastest in Karnataka", "fastest-growing areas near Pune", "tallest neighbourhoods in Goa". Only areas with enough buildings to measure are ranked, one row per village or locality. Each row gives the place, its nearest town, the ranked figure, the share of ground built on five years ago and now, building count, a price where one is published, and coordinates for footprint_get_area. A ranking, not advice.
| Argument | Type | Description |
|---|---|---|
| limit | integer | How many areas to return. |
| region* | string | An Indian state, union territory or district, e.g. 'Karnataka', 'Goa', 'Pune'. |
| sorted_by | string | building_growth: fastest built-area growth over 5 years (the default and the most informative). most_buildings: building count. tallest: average building height. price_outlook: forecast price growth (mostly follows the city trend, so areas in one city tie). |
{
"type": "object",
"title": "footprint_top_areasArguments",
"required": [
"region"
],
"properties": {
"limit": {
"type": "integer",
"title": "Limit",
"default": 10,
"maximum": 25,
"minimum": 1,
"description": "How many areas to return."
},
"region": {
"type": "string",
"title": "Region",
"maxLength": 80,
"minLength": 2,
"description": "An Indian state, union territory or district, e.g. 'Karnataka', 'Goa', 'Pune'."
},
"sorted_by": {
"enum": [
"building_growth",
"most_buildings",
"tallest",
"price_outlook"
],
"type": "string",
"title": "Sorted By",
"default": "building_growth",
"description": "building_growth: fastest built-area growth over 5 years (the default and the most informative). most_buildings: building count. tallest: average building height. price_outlook: forecast price growth (mostly follows the city trend, so areas in one city tie)."
}
}
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 11, 2026.