NoBroker Scraper: India Rent & Sale Listings

Scrape NoBroker property listings across Indian cities — rent, deposit, BHK, area, furnishing, locality and coordinates. Brokerage-free listings, no login, pay per property. Use it as an MCP server in Claude, ChatGPT & AI agents.

⚡ Part of a 74-scraper suite with 8,800+ runs · no login, no cookies, no ban risk.

💸 You are only charged for delivered results — empty searches, failed pages and duplicates are never billed.

What it does

NoBroker is India's largest broker-free property platform — listings come directly from owners, which makes it a different supply pool from the broker-led portals. This actor reads its public geo-search API and returns the richest record set of any Indian property source we cover: 24 fields including rent, deposit and maintenance as separate numbers, BHK, bathrooms, balconies, built-up area, furnishing state, parking type, facing direction, floor and total floors, building name, availability date, and latitude/longitude.

The coordinates matter — they let you join listings to any other geospatial dataset without geocoding a locality string first.

Input

Field	Type	Required	Default	Description
city	string	no	"bangalore"	Indian city to search.
listingType	string	no	"RENT"	Rent or sale listings.
maxResults	integer	no	10	Maximum properties to return.

Example input

{
  "city": "bangalore",
  "listingType": "RENT",
  "maxResults": 10
}

Output

One record per property. Field list and example below are taken from a real run, not a mock-up.

Field	Type	Example
property_id	string	"8aa9b6bf9f7e8fc9019f7faae50f353c"
title	string	"1 BHK Flat In Rajiv Gandhi Housing Apartme…
listing_type	string	"RENT"
city	string	"bangalore"
locality	string	"Doddanagamangala "
rent	number	15000
deposit	number	60000
property_type	string	"BHK1"
bhk	number	1
bathrooms	number	1
area_sqft	number	500
furnishing	string	"NOT_FURNISHED"
parking	string	"BOTH"
floor	number	1
total_floors	number	3
building_name	string	"Rajiv Gandhi housing apartment"
available_from	string	"2026-07-19"
latitude	number	12.9716
longitude	number	77.5946
url	string	"https://www.nobroker.in/property/1-bhk-apa…
scraped_at	string	"2026-07-27T10:36:54.500Z"

Example output

{
  "property_id": "8aa9b6bf9f7e8fc9019f7faae50f353c",
  "title": "1 BHK Flat In Rajiv Gandhi Housing Apartment  for Rent  In Doddanagamangala ",
  "listing_type": "RENT",
  "city": "bangalore",
  "locality": "Doddanagamangala ",
  "rent": 15000,
  "deposit": 60000,
  "property_type": "BHK1",
  "bhk": 1,
  "bathrooms": 1,
  "area_sqft": 500,
  "furnishing": "NOT_FURNISHED",
  "parking": "BOTH",
  "floor": 1,
  "total_floors": 3,
  "building_name": "Rajiv Gandhi housing apartment",
  "available_from": "2026-07-19",
  "latitude": 12.9716,
  "longitude": 77.5946,
  "url": "https://www.nobroker.in/property/1-bhk-apartment-for-rent-in-doddanagamangala--bangalore-for-rs-15000/8aa9b6bf9f7e8fc9019f7faae50f353c/detail",
  "scraped_at": "2026-07-27T10:36:54.500Z"
}

Use cases

• True cost-of-tenancy modelling — rent, deposit and maintenance are separate numeric fields, so you can model the real monthly and upfront cost rather than the headline rent.
• Geospatial rent analysis — every record carries latitude and longitude, ready to join to transit, school or workplace datasets.
• Owner-direct supply tracking — NoBroker's inventory is broker-free, so it is a cleaner read on genuine owner supply than portals with duplicate broker listings.
• Furnishing and amenity premium analysis — furnishing, parking, balconies and facing are all structured, making hedonic pricing straightforward.
• Availability forecasting — available_from shows forward supply rather than only what is vacant today.

FAQ

How is this different from the MagicBricks actor?

Different supply pool and a deeper record. NoBroker is owner-direct with no broker listings, and it exposes deposit, maintenance, furnishing, floor and coordinates that MagicBricks does not publish. Many users run both and compare.

Why is building_name sometimes absent?

NoBroker's own API currently returns the literal string '403 Gone' in its buildingName field on every record — one of their internal services is failing. This actor detects that, falls back to the society name where one is published, and returns nothing rather than passing an HTTP error through as data.

Are the coordinates exact?

They are the coordinates NoBroker publishes for the listing, which are typically building-level but occasionally locality-level. Treat them as accurate to the building at best.

Rent or sale?

Both. Set listingType to RENT or BUY. Rent listings populate rent/deposit; sale listings populate price.

Billing

Pay per event: one property-scraped event per delivered record, charged only after the record is validated and stored. Empty results, blocked pages and duplicates are never charged. Store discounts apply automatically on paid Apify plans.

Use in Claude, ChatGPT & any MCP agent

This actor runs as an MCP server, so an AI agent can call it directly:

https://mcp.apify.com/?tools=themineworks/nobroker-scraper

from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("themineworks/nobroker-scraper").call(run_input={"city": "bangalore", "listingType": "RENT", "maxResults": 10})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Legal and compliance

This actor collects only publicly available information — the same data any visitor can see without logging in. It does not access private or authenticated areas, does not attempt to bypass paywalls, and collects no personal data beyond what the source already publishes openly. You are responsible for using the output in line with the source site's terms and with the data protection law that applies to you.

MIT © The Mine Works