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PropertyGuru Malaysia Scraper

Fast, reliable scraper for propertyguru.com.my - Malaysia's largest property portal. Extract sale and rent listings with 30+ structured fields including price (MYR), built-up area, tenure, nearby transit, agent details, and GPS coordinates.

Features

• High throughput - 20 listings per page, ~60 listings/min with pagination
• Sale & Rent listings with full filter support
• Property types: Condo / Apartment, Landed (terrace houses), Commercial (shop / office / factory), Residential Land
• 30+ data fields per listing including price, PSF, features, transit distance, agent info
• Coordinate enrichment via detail-page extraction (lat/lng)
• Robust - handles site protection automatically
• State-aware - dropdown for all 13 states + 3 federal territories, plus free-text fallback for towns/neighbourhoods

Quick Start

All properties for sale in Kuala Lumpur

{
"mode":"search",
"listing_type":"sale",
"state":"kuala-lumpur",
"max_pages":5
}

Condos for rent in Mont Kiara

{
"mode":"search",
"listing_type":"rent",
"property_type":"condo",
"search":"Mont Kiara"
}

Landed houses in Selangor under MYR 1,500,000

{
"mode":"search",
"listing_type":"sale",
"property_type":"landed",
"state":"selangor",
"bedrooms":4,
"max_price":1500000
}

Commercial properties in Penang

{
"mode":"search",
"listing_type":"sale",
"property_type":"commercial",
"state":"penang"
}

Custom URL mode

{
"mode":"url",
"urls":["https://www.propertyguru.com.my/condo-for-sale?freetext=Bangsar&bedrooms=3"],
"max_pages":10
}

Input Parameters

Note: state and search are mutually exclusive. If both are set, search wins. property_type filters via URL path; all other filters go in the query string and can be freely combined.

Malaysian States & Federal Territories

Send results into your apps (MCP connectors)

Optionally pipe the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. This is an extra delivery step after the scrape — the Apify dataset is never changed.

What gets written to the connector: a condensed, human-readable summary of each record — not the full JSON. Each item becomes one entry with a title and its key fields flattened to plain text. The complete record always stays in the Apify dataset.

1. Authorize a connector once under Apify → Settings → Integrations (Notion, Linear, Airtable, or Apify).
2. Select it in the "Pipe results into your apps" input field. (If the picker is empty, you haven't authorized a connector yet.)
3. For Notion, also set notionParentPageUrl to the page where items should be created.

The connection is mediated by Apify's MCP proxy, so this actor never sees your third-party credentials. Leave the field empty to skip.

Output Fields

Each listing record contains 30+ fields:

Detail-page enrichment (when enable_detail_pages=true) adds: description, headline, latitude/longitude, project_name, total_units, tenure_detail, furnishing, floor_plans[], virtual_tour_url, nearby_schools[], agent_mobile, reference_number, and more.