# Malaysia Property Leads & Listings Scraper (`mai_amm/malaysia-property-leads-scraper`) Actor Scrape public Malaysian property listings, agent/store profiles, phone numbers, prices, locations, and listing URLs from Mudah.my. - **URL**: https://apify.com/mai\_amm/malaysia-property-leads-scraper.md - **Developed by:** [wiseld\_squid](https://apify.com/mai_amm) (community) - **Categories:** Agents, Real estate, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $10.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Malaysia Property Leads & Listings Scraper Scrape public Malaysian property listings and lead signals from Mudah.my. The MVP is category/API-first: Mudah category URLs are converted to Mudah public search API requests, while public profile/store URLs can still be used for contact enrichment when available. ### What it extracts - Public Mudah store/profile records - Public phone numbers and email addresses when present in profile or listing text - Listing title, URL, ID, price, currency, property type, image, and position - Store/agent/profile URL fields - Source status for pages that return bot-protection/challenge pages ### Example input ```json { "mode": "urls", "startUrls": [ { "url": "https://www.mudah.my/malaysia/properties-for-sale" }, { "url": "https://www.mudah.my/malaysia/properties-for-rent" }, { "url": "https://www.mudah.my/property/apartment" } ], "maxItems": 20, "includeListingDetails": false } ```` Optional generated Mudah search pages: ```json { "mode": "auto", "transactionType": "sale", "regions": ["kuala-lumpur", "selangor"], "maxItems": 100, "maxPagesPerSearch": 1 } ``` ### Notes - Mudah category pages are the default listing source: `/malaysia/properties-for-sale`, `/malaysia/properties-for-rent`, and `/property/apartment`. - The actor maps those pages to public Mudah search API combinations: - sale: apartment/condominium, house, and new project results - rent: apartment/condominium and house results - apartment: apartment/condominium sale, rent, and new project results - If several category URLs are supplied, records are saved until `maxItems` is reached. Use a focused URL, such as only `/malaysia/properties-for-rent`, when you want a rent-only dataset. - Mudah profile pages are useful when you want public contact extraction from a known agent/store profile. - Some listing detail pages can return a Cloudflare challenge. The actor reports those as `sourceStatus: "blocked_or_unavailable"` instead of trying to bypass the challenge. - PropertyGuru Malaysia and iProperty Malaysia are not included in the MVP because direct requests currently return anti-bot/challenge pages. ### Output fields Common fields include: - `recordType` - `sourceStatus` - `listingId` - `profileId` - `title` - `url` - `price` - `currency` - `location` - `agentName` - `agencyName` - `storeName` - `contactPhones` - `contactEmail` - `contactWhatsapp` - `profileUrl` - `image` - `scrapedAt` # Actor input Schema ## `accessMode` (type: `string`): Choose Full for paid results. Preview is capped at 50 records. ## `sources` (type: `array`): MVP supports Mudah.my. PropertyGuru and iProperty can be added later as browser-mode sources. ## `transactionType` (type: `string`): Generate Mudah.my search pages for sale listings, rental listings, or both. ## `regions` (type: `array`): Used only by Auto mode to generate Mudah category URLs. For most runs, use the specific start URLs field. ## `profileUrls` (type: `array`): Mudah.my public store/profile URLs. These are the most reliable source for public phone numbers in the MVP. ## `listingUrls` (type: `array`): Optional Mudah.my property listing URLs. Some listing pages may return a challenge page; blocked pages are reported in the dataset. ## `startUrls` (type: `array`): Optional URLs to scrape instead of or in addition to generated search pages. ## `mode` (type: `string`): URLs only uses the Mudah category/listing/profile URLs supplied above. Auto generates additional category URLs from region and transaction type. ## `maxItems` (type: `integer`): Maximum dataset records to save. Preview mode is capped at 50. ## `maxPagesPerSearch` (type: `integer`): Maximum Mudah result pages to crawl for each generated search URL. ## `includeProfiles` (type: `boolean`): When profile links are discovered on public pages, enqueue them to collect lead/contact fields. ## `includeListingDetails` (type: `boolean`): Disabled by default because some Mudah detail pages return a Cloudflare challenge. Enable for small tests. ## `maxConcurrency` (type: `integer`): Keep this conservative for public property portals. ## `proxyConfiguration` (type: `object`): Apify proxy configuration. ## Actor input object example ```json { "accessMode": "full", "sources": [ "mudah" ], "transactionType": "sale", "regions": [ "kuala-lumpur" ], "profileUrls": [], "listingUrls": [], "startUrls": [ { "url": "https://www.mudah.my/malaysia/properties-for-sale" }, { "url": "https://www.mudah.my/malaysia/properties-for-rent" }, { "url": "https://www.mudah.my/property/apartment" } ], "mode": "urls", "maxItems": 100, "maxPagesPerSearch": 1, "includeProfiles": true, "includeListingDetails": false, "maxConcurrency": 3, "proxyConfiguration": { "useApifyProxy": true } } ``` # Actor output Schema ## `records` (type: `string`): Listing and profile records including source, title, price, location, agent/store, phones, email, URLs, images, and source status. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "accessMode": "full", "sources": [ "mudah" ], "regions": [ "kuala-lumpur" ], "profileUrls": [], "listingUrls": [], "startUrls": [ { "url": "https://www.mudah.my/malaysia/properties-for-sale" }, { "url": "https://www.mudah.my/malaysia/properties-for-rent" }, { "url": "https://www.mudah.my/property/apartment" } ], "mode": "urls", "maxItems": 100 }; // Run the Actor and wait for it to finish const run = await client.actor("mai_amm/malaysia-property-leads-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "accessMode": "full", "sources": ["mudah"], "regions": ["kuala-lumpur"], "profileUrls": [], "listingUrls": [], "startUrls": [ { "url": "https://www.mudah.my/malaysia/properties-for-sale" }, { "url": "https://www.mudah.my/malaysia/properties-for-rent" }, { "url": "https://www.mudah.my/property/apartment" }, ], "mode": "urls", "maxItems": 100, } # Run the Actor and wait for it to finish run = client.actor("mai_amm/malaysia-property-leads-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "accessMode": "full", "sources": [ "mudah" ], "regions": [ "kuala-lumpur" ], "profileUrls": [], "listingUrls": [], "startUrls": [ { "url": "https://www.mudah.my/malaysia/properties-for-sale" }, { "url": "https://www.mudah.my/malaysia/properties-for-rent" }, { "url": "https://www.mudah.my/property/apartment" } ], "mode": "urls", "maxItems": 100 }' | apify call mai_amm/malaysia-property-leads-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=mai_amm/malaysia-property-leads-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Malaysia Property Leads & Listings Scraper", "description": "Scrape public Malaysian property listings, agent/store profiles, phone numbers, prices, locations, and listing URLs from Mudah.my.", "version": "0.1", "x-build-id": "LZ8Ztw5lYbT1qfURo" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/mai_amm~malaysia-property-leads-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-mai_amm-malaysia-property-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/mai_amm~malaysia-property-leads-scraper/runs": { "post": { "operationId": "runs-sync-mai_amm-malaysia-property-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/mai_amm~malaysia-property-leads-scraper/run-sync": { "post": { "operationId": "run-sync-mai_amm-malaysia-property-leads-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "accessMode": { "title": "Result type", "enum": [ "preview", "full" ], "type": "string", "description": "Choose Full for paid results. Preview is capped at 50 records.", "default": "full" }, "sources": { "title": "Websites", "type": "array", "description": "MVP supports Mudah.my. PropertyGuru and iProperty can be added later as browser-mode sources.", "items": { "type": "string", "enum": [ "mudah" ], "enumTitles": [ "Mudah.my" ] }, "default": [ "mudah" ] }, "transactionType": { "title": "Looking for", "enum": [ "sale", "rent", "all" ], "type": "string", "description": "Generate Mudah.my search pages for sale listings, rental listings, or both.", "default": "sale" }, "regions": { "title": "Regions", "type": "array", "description": "Used only by Auto mode to generate Mudah category URLs. For most runs, use the specific start URLs field.", "items": { "type": "string" } }, "profileUrls": { "title": "Agent or store profile URLs", "type": "array", "description": "Mudah.my public store/profile URLs. These are the most reliable source for public phone numbers in the MVP.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "listingUrls": { "title": "Listing URLs", "type": "array", "description": "Optional Mudah.my property listing URLs. Some listing pages may return a challenge page; blocked pages are reported in the dataset.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "startUrls": { "title": "Specific search/profile/listing URLs", "type": "array", "description": "Optional URLs to scrape instead of or in addition to generated search pages.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "mode": { "title": "Search mode", "enum": [ "auto", "urls" ], "type": "string", "description": "URLs only uses the Mudah category/listing/profile URLs supplied above. Auto generates additional category URLs from region and transaction type.", "default": "urls" }, "maxItems": { "title": "Maximum records", "minimum": 1, "type": "integer", "description": "Maximum dataset records to save. Preview mode is capped at 50.", "default": 100 }, "maxPagesPerSearch": { "title": "Max pages per search", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum Mudah result pages to crawl for each generated search URL.", "default": 1 }, "includeProfiles": { "title": "Open discovered profile pages", "type": "boolean", "description": "When profile links are discovered on public pages, enqueue them to collect lead/contact fields.", "default": true }, "includeListingDetails": { "title": "Open listing detail pages", "type": "boolean", "description": "Disabled by default because some Mudah detail pages return a Cloudflare challenge. Enable for small tests.", "default": false }, "maxConcurrency": { "title": "Max concurrency", "minimum": 1, "maximum": 10, "type": "integer", "description": "Keep this conservative for public property portals.", "default": 3 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Apify proxy configuration.", "default": { "useApifyProxy": true } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```