Mudah.my Malaysia Cars Scraper

Mudah.my Malaysia Cars Scraper

Scrape Malaysian car listings from Mudah.my by search URL, make, or model, up to a million per run. Every listing returns price, year, mileage, location, and seller details. No login or API key. Export to CSV, JSON, Excel, or XML.

Mudah.my is Malaysia's largest classifieds marketplace, but browsing hundreds of used-car listings by hand is slow. This scraper reads the public car-for-sale pages directly, filters by make or model, and returns each match in one fixed schema. It works from any Mudah.my cars listing URL or a free-text search query.

Who uses it	What they scrape Mudah.my for
Used-car dealers	Monitor competitor pricing and stock across Malaysia daily.
Market analysts	Track average resale values by make, model, and year.
Car buyers	Find the best deal for a specific model in their region.
Lead-generation teams	Build a list of private sellers for a particular car segment.

What it does

This Actor collects Malaysian used-car listings from Mudah.my and returns each one as a flat row with price, year, mileage, location, and seller info.

• 🔗 Start from any URL: paste a Mudah.my cars search or listing page, and the actor paginates through all results.
• 🔍 Free-text search: type a make or model like 'Perodua Myvi' and the actor appends it to the Mudah search.
• 📊 Flat row output: every car comes as one row with price, year, mileage, location, and seller details, ready for spreadsheets.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Mudah.my data

📈 Track used-car prices.

A dealer runs the scraper weekly on a 'Honda Civic' search to adjust their own lot prices against the Mudah.my average.

📍 Find cars near you.

A buyer sets a start URL filtered to Kuala Lumpur and a max price to see only relevant local listings.

📋 Build a seller list.

A lead-gen team scrapes all 'Perodua Axia' listings and exports the seller phone numbers for outreach.

📉 Analyze depreciation.

An analyst collects the same model across multiple years to plot how resale value drops with age and mileage.

Why choose this scraper

	What you get
No API key	Reads the public Mudah.my pages directly, no registration or token.
Up to 1M listings	Collect a handful of cars or the entire market in one run.
Fixed schema	Every listing lands in the same columns, so you can merge runs.

How it compares

This actor focuses on Mudah.my cars with a simple URL-plus-search-query input, while the competitors below cover the wider Mudah.my marketplace or offer different pricing models.

Feature	ParseForge	Mudah.my Scraper | Fast & Reliable | $2 / 1k	Mudah.my Malaysia Car Listings Scraper	Mudah.my Scraper
Dedicated cars-only mode	Yes	Not listed	Yes	Not listed
Free-text make/model search	Yes	Not listed	Not listed	Not listed
Start from any listing URL	Yes	Not listed	Not listed	Not listed
Up to 1,000,000 listings per run	Yes	Not listed	Not listed	Not listed
Multi-category scraping (property, jobs, etc.)	Not listed	Yes	Not listed	Yes
Pagination support	Yes	Not listed	Yes	Not listed

Configure the run

Drive the Actor from a Mudah.my cars listing URL and an optional make or model query. Filters run as each listing is read so only matches reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

{
 "startUrl": "https://www.mudah.my/malaysia/cars-for-sale",
 "maxItems": 10
}

A larger pull:

{
 "startUrl": "https://www.mudah.my/malaysia/cars-for-sale",
 "maxItems": 200
}

Pricing

Pay-per-result: $0.0085 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$0.85
1,000 results	$8.50
10,000 results	$85.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

1. Create a free Apify account with $5 in credit.
2. Open the Mudah.my Malaysia Cars Scraper.
3. Set your inputs and any filters, then click Start.
4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Mudah.my through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/mudah-my-cars-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that your start URL points to a valid Mudah.my cars search page and that the searchQuery, if used, matches listings that exist. Try running without the searchQuery first.

The actor stops before reaching my maxItems.

Mudah.my may have fewer listings than your maxItems value. The actor stops when it runs out of pages. Lower maxItems or broaden your search.

Some listings are missing the price or mileage.

Mudah.my sellers do not always fill in every field. The actor returns whatever is publicly shown; missing data will be empty in that row.

I get a timeout or error after many pages.

Large runs can hit platform limits. Try splitting the job by year or state into multiple smaller runs, or increase the run timeout in Apify.

The output has duplicate cars.

If a listing appears on multiple Mudah.my pages, it may be collected twice. Deduplicate in post-processing using the listing ID or URL column.

FAQ

Question	Answer
Can I scrape only cars from a specific state?	Yes. Set the start URL to a Mudah.my search that already has the state filter applied, and the actor will paginate within that result set.
Does this scraper handle Mudah.my pagination?	Yes. It follows the 'next page' links automatically until it hits your maxItems limit or runs out of listings.
What output formats do I get?	The dataset can be exported to CSV, JSON, Excel, XML, or pushed to a webhook in real time.
Can I search by car make and model at the same time?	Yes. The searchQuery field accepts free text like 'Proton Saga' and appends it to the Mudah.my search.
Do I need a Mudah.my account to scrape?	No. The actor reads the public listing pages, so no login or API key is required.
How many listings can I collect in one run?	You set the maximum with the maxItems field, up to 1,000,000 cars per run.
Does it scrape sold or unavailable listings?	No. It only collects listings that are currently active on the Mudah.my cars-for-sale pages.
Can I get the seller's phone number?	The actor returns whatever contact details Mudah.my displays publicly on the listing card. If a phone number is shown, it will be in the output.
Will I get blocked if I scrape too fast?	The actor runs on Apify's infrastructure with built-in request management. For very large runs, you can use a higher plan with more IP rotation.
Can I schedule this to run daily?	Yes. Apify's scheduler lets you set a cron expression so the actor runs every day, hour, or week automatically.

Related actors

• facebook-marketplace-scraper: Use this if you want to cross-check used-car prices on Facebook Marketplace Malaysia.

Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Mudah.my. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.