MLS Scraper

Scrape MLS and collect data such as: type of property, sale price, rental price, location, amenities, property size, property description, listing agent, and more.

  • We develop the MLS scraper, you get the data
  • Retrieve results in multiple formats
  • Scrape MLS on demand via API or no-code scraper
No credit card required
MLS Scraper
PROCESS

MLS scraper tailored to your needs.

  1. Request Data

    Select your target domains and required data points.

  2. Schema Creation

    AI agent analyzes your request and delivers a free tailored schema for your review.

  3. Talk to a Data Expert

    Discuss your data requirements and key objectives to ensure the project's success.

  4. Data Collection

    Start collecting data, without maintaining proxy and unblocking infrastructure.

UNDER THE HOOD

Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies
Web Scrapers

Ready-to-use related scrapers

Remove the need to develop and maintain the infrastructure. Simply extract high volume web data, and ensure scalability and reliability using web scraper APIs or no-code scrapers.

Zillow properties listing information

Zpid, City, State, HomeStatus, Address, IsListingClaimedByCurrentSignedInUser, IsCurrentSignedInAgentResponsible, Bedrooms, and more.
Views3.4K+
Downloads213+

Zillow properties listing information - Discover by custom filters - location, home type and status

Zpid, City, State, HomeStatus, Address, IsListingClaimedByCurrentSignedInUser, IsCurrentSignedInAgentResponsible, Bedrooms, and more.
Views3.4K+
Downloads213+

Zillow properties listing information - Search by parameters on zillow and use the direct link as input

Zpid, City, State, HomeStatus, Address, IsListingClaimedByCurrentSignedInUser, IsCurrentSignedInAgentResponsible, Bedrooms, and more.
Views3.4K+
Downloads213+

Australia real estate properties

Rea property id, Property type, State, Postcode, Year built, Last sold date, Last sold agency, Bedrooms, and more.
Views634+
Downloads84+

Australia real estate properties - discover records by search url

Rea property id, Property type, State, Postcode, Year built, Last sold date, Last sold agency, Bedrooms, and more.
Views634+
Downloads84+

Australia real estate properties - Discover records by Listing type

Rea property id, Property type, State, Postcode, Year built, Last sold date, Last sold agency, Bedrooms, and more.
Views634+
Downloads84+

Zillow price history

URL, Zpid, Date, Event, Posting is rental, Price, Price change rate, Price per squarefoot, and more.
Views443+
Downloads28+

Zoopla properties listing information

URL, Property type, Property title, Address, Google map location, Virtual tour, Street view, URL property, and more.
Views413+
Downloads41+

Zoopla properties listing information - Discover by custom filters - location and property type

URL, Property type, Property title, Address, Google map location, Virtual tour, Street view, URL property, and more.
Views413+
Downloads41+

Realtor international properties listings

URL, ID, Title, Price, Currency, Description, Images, Bedrooms, and more.
Views362+
Downloads19+

Metrocuadrado - Properties Listings

URL, ID, Precio, Habitaciones, Banos, Dimension propiedad, Dimension terreno, Comuna Ciudad, and more.
Views276+
Downloads9+

Inmuebles24 Mexico - Properties Listings

URL, Title, GeneratedTitle, Description, Seller, Precio, Publicado hace, CreatedDate, and more.
Views266+
Downloads7+

Zonaprop Argentina - Properties Listing

URL, Title, GeneratedTitle, Imagenes, Numero de imagenes, Description, Precio, Currency, and more.
Views253+
Downloads12+

Zonaprop Argentina - Properties Listing - Discover products by domain

URL, Title, GeneratedTitle, Imagenes, Numero de imagenes, Description, Precio, Currency, and more.
Views253+
Downloads12+

Toctoc - Properties Listings

Imagen, No de imagenes, Descripcion, Precio, Currency, Ubicacion, Habitaciones, Banos, and more.
Views245+
Downloads6+

Infocasas Uruguay - Properties Listings

URL, ID, Imagen, Descripcion, Precio, Ubicacion, Habitaciones, Banos, and more.
Views234+
Downloads5+

Properati Argentina and Colombia - Properties Listings

Type, Name, Estrato, Habitaciones, Banos, M2, Descripcion, Precio, and more.
Views227+
Downloads4+

Zillow properties search page

URL, Zpid, Zipcode, Description, City, Country, State, Address, and more.

Just want data? Skip scraping.
Purchase a MLS dataset

PRICING

MLS Scraper subscription plans

CUSTOM SCRAPERS
Subscription
Starting from
$300/month
One time
Starting from
$1,000
Proof of Concept
One time
$500
  • AI-Generated schema & sample
  • Control over data validation
  • Real-time product quantity est.
  • Daily, Weekly, Monthly, Custom
DEPLOY FASTER

Scraping MLS has never been easier.

Data Discovery

Detecting data structures and patterns to ensure efficient, targeted extraction of data.

Bulk Request Handling

Reduce server load and optimize data collection for high-volume scraping tasks.

Data Parsing

Efficiently converts raw HTML into structured data, easing data integration and analysis.

Data validation

Ensure data reliability and save time on manual checks and preprocessing.

Seamless MLS Data Access

Comprehensive, Scalable, and Compliant MLS Data Extraction

FLEXIBLE

Tailored to your workflow

Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.

SCALABLE

Built-in infrastructure and unblocking

Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.

STABLE

Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 150M+ real user IPs covering 195 countries.

COMPLIANT

Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

Why 20,000+ Customers Choose Bright Data

100% Compliant

Scraped data is ethically obtained and compliant with all privacy laws.

24/7 Global Support

A dedicated team of data professionals is here to help.

Complete Data Coverage

Access 150 million+ global IPs to scrape data from any website.

Unmatched Data Quality

Advanced technologies and validation methods for quality data.

Powerful Infrastructure

Scrape high-volume data without getting blocked.

Custom Solutions

Get tailored solutions to meet unique needs and goals.

MLS Scraper use cases

Scrape MLS data and find new investment opportunities

Scrape real estate data and keep up to date with price trends

Scrape MLS data to find new listings in any city and state

Gain real estate data for market analytics

Want to learn more?

Talk to an expert to discuss your scraping needs

MLS Scraper FAQs

The MLS scraper is a powerful tool designed to automate data extraction from MLS, allowing users to efficiently gather and process large volumes of data for various use cases.

The MLS Scraper works by sending automated requests to MLS, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

Yes, the MLS Scraper is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Yes, we offer dedicated support for the MLS Scraper. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).