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MLS Scraper - Real Estate Listings Scraper API

XCrawl's MLS Scraper - Real Estate Listings Scraper API revolutionizes real estate web scraping by delivering structured data from MLS platforms. Bypass complex parsing challenges, IP blocking, and anti-bot measures to scrape real estate listings, scrape MLS data, and access real estate datasets effortlessly via a robust, scalable API.

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What Can You Build With MLS Scraper - Real Estate Listings Scraper API Scraper?

Build powerful real estate analytics dashboards with scraping real estate data for market trends. Create lead generation tools using real estate agent data scraper from MLS listings. Develop competitive intelligence platforms tracking scraping MLS data, pricing changes, and neighborhood insights from comprehensive real estate data extraction.

XCrawl

Real-Time MLS Extraction

Access fresh real estate listings via REST API with JSON responses, supporting Python integration for real-time scraping real estate data and high-volume real estate datasets.

XCrawl

Structured JSON Datasets

Receive clean, parse-ready JSON from MLS scraper endpoints, including pricing, agent details, and images—ideal for web scraping real estate data python scripts and analytics pipelines.

XCrawl

Scalable Data Extraction

Handle massive scraping real estate listings volumes with async requests, proxy rotation, and auto-retries, ensuring reliable real estate data scraping for enterprise-scale applications.

XCrawl

Developer-Friendly SDKs

Seamless integration with Python, Node.js, and cURL for real estate web scraper tasks, delivering real estate listings API endpoints with full documentation and code samples.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available MLS Scraper - Real Estate Listings Scraper API Scrapers

Access the most commonly used MLS Scraper - Real Estate Listings Scraper API data types — fully structured, consistently formatted, and production-ready.

MLS Scraper

Extract comprehensive listings from MLS databases with real-time updates and structured output.

Scraping method:
  • mls_id
  • address
  • price
  • status
  • beds
  • baths
  • sqft
  • agent_name

Scrape Real Estate Listings

Pull detailed property data from major real estate platforms beyond MLS.

Scraping method:
  • listing_id
  • property_type
  • price_history
  • images
  • description
  • location
  • seller_info

Scraping MLS Data

Targeted endpoint for MLS-specific searches, filters, and bulk downloads.

Scraping method:
  • mls_number
  • latitude
  • longitude
  • days_on_market
  • virtual_tour_url
  • open_house
  • zestimate

Scrape MLS Data

High-speed scraper for MLS property details, history, and agent associations.

Scraping method:
  • listing_url
  • built_year
  • lot_size
  • hoa_fees
  • taxes
  • schools

Real Estate Listings API

RESTful API for querying and scraping real estate listings by keyword or geo-location.

Scraping method:
  • neighborhood
  • amenities
  • parking
  • basement
  • roof_type
  • contact_phone

Scraping Real Estate Listings

Advanced scraper handling dynamic MLS pages for complete listing intelligence.

Scraping method:
  • floor_plans
  • energy_rating
  • recent_sales
  • comparables
  • walk_score
  • transit_score

MLS Scraper - Real Estate Listings Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the MLS Scraper API via simple REST endpoints for programmatic real estate data extraction.

  • XCrawl
    Python SDK
    Use our web scraping real estate data python library for async calls and easy real estate web scraping integration.
  • XCrawl
    Node.js Support
    Leverage JavaScript wrappers for high-throughput scraping MLS data with promise-based handling.
  • XCrawl
    Bulk Async Requests
    Scale real estate scraper operations with concurrent requests and automatic throttling.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Manage scrapers through an intuitive dashboard without writing code.

  • XCrawl
    Visual Query Builder
    Select MLS fields and filters via drag-and-drop for real estate listings API workflows.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily scraping real estate data refreshes and alerts.
  • XCrawl
    CSV/Excel Exports
    Download real estate datasets directly in spreadsheet formats for quick analysis.

Code examples

Retrieve MLS Scraper - Real Estate Listings Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the MLS Scraper - Real Estate Listings Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

The MLS scraper transformed our real estate data extraction—fast, accurate datasets with easy Python integration.

Sarah Jenkins
Sarah Jenkins
Data Analyst
★★★★★
4.9

Scraping real estate listings has never been smoother; reliable API for daily market insights.

Mike Rodriguez
Mike Rodriguez
Real Estate Developer
★★★★★
5.0

Outstanding real estate listings API—structured JSON from MLS data in seconds, perfect for our app.

Emily Chen
Emily Chen
PropTech Founder
★★★★★
4.8

Web scraping real estate data python scripts now scale effortlessly with this scraper.

David Patel
David Patel
Backend Engineer
★★★★★
4.9

High-quality real estate datasets delivered; scrape MLS data reliably every time.

Lisa Thompson
Lisa Thompson
Market Researcher
★★★★★
5.0

Real estate web scraper saved us months—easy integration and precise listing details.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.7

Scraping MLS data for trends is a breeze; excellent dataset quality and speed.

Jordan Lee
Jordan Lee
Data Scientist
★★★★★
5.0

Love the real estate data scraper—comprehensive listings API for competitive edge.

Rachel Kim
Rachel Kim
Real Estate Agent
★★★★★
4.9

Seamless real estate scraping; handles volume without issues, top-tier service.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Real estate data services elevated—fast scraping real estate listings integration.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

The MLS scraper transformed our real estate data extraction—fast, accurate datasets with easy Python integration.

Sarah Jenkins
Sarah Jenkins
Data Analyst
★★★★★
4.9

Scraping real estate listings has never been smoother; reliable API for daily market insights.

Mike Rodriguez
Mike Rodriguez
Real Estate Developer
★★★★★
5.0

Outstanding real estate listings API—structured JSON from MLS data in seconds, perfect for our app.

Emily Chen
Emily Chen
PropTech Founder
★★★★★
4.8

Web scraping real estate data python scripts now scale effortlessly with this scraper.

David Patel
David Patel
Backend Engineer
★★★★★
4.9

High-quality real estate datasets delivered; scrape MLS data reliably every time.

Lisa Thompson
Lisa Thompson
Market Researcher
★★★★★
5.0

Real estate web scraper saved us months—easy integration and precise listing details.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.7

Scraping MLS data for trends is a breeze; excellent dataset quality and speed.

Jordan Lee
Jordan Lee
Data Scientist
★★★★★
5.0

Love the real estate data scraper—comprehensive listings API for competitive edge.

Rachel Kim
Rachel Kim
Real Estate Agent
★★★★★
4.9

Seamless real estate scraping; handles volume without issues, top-tier service.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Real estate data services elevated—fast scraping real estate listings integration.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

The MLS scraper transformed our real estate data extraction—fast, accurate datasets with easy Python integration.

Sarah Jenkins
Sarah Jenkins
Data Analyst
★★★★★
4.9

Scraping real estate listings has never been smoother; reliable API for daily market insights.

Mike Rodriguez
Mike Rodriguez
Real Estate Developer
★★★★★
5.0

Outstanding real estate listings API—structured JSON from MLS data in seconds, perfect for our app.

Emily Chen
Emily Chen
PropTech Founder
★★★★★
4.8

Web scraping real estate data python scripts now scale effortlessly with this scraper.

David Patel
David Patel
Backend Engineer
★★★★★
4.9

High-quality real estate datasets delivered; scrape MLS data reliably every time.

Lisa Thompson
Lisa Thompson
Market Researcher
★★★★★
5.0

Real estate web scraper saved us months—easy integration and precise listing details.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.7

Scraping MLS data for trends is a breeze; excellent dataset quality and speed.

Jordan Lee
Jordan Lee
Data Scientist
★★★★★
5.0

Love the real estate data scraper—comprehensive listings API for competitive edge.

Rachel Kim
Rachel Kim
Real Estate Agent
★★★★★
4.9

Seamless real estate scraping; handles volume without issues, top-tier service.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Real estate data services elevated—fast scraping real estate listings integration.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

The MLS scraper transformed our real estate data extraction—fast, accurate datasets with easy Python integration.

Sarah Jenkins
Sarah Jenkins
Data Analyst
★★★★★
4.9

Scraping real estate listings has never been smoother; reliable API for daily market insights.

Mike Rodriguez
Mike Rodriguez
Real Estate Developer
★★★★★
5.0

Outstanding real estate listings API—structured JSON from MLS data in seconds, perfect for our app.

Emily Chen
Emily Chen
PropTech Founder
★★★★★
4.8

Web scraping real estate data python scripts now scale effortlessly with this scraper.

David Patel
David Patel
Backend Engineer
★★★★★
4.9

High-quality real estate datasets delivered; scrape MLS data reliably every time.

Lisa Thompson
Lisa Thompson
Market Researcher
★★★★★
5.0

Real estate web scraper saved us months—easy integration and precise listing details.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.7

Scraping MLS data for trends is a breeze; excellent dataset quality and speed.

Jordan Lee
Jordan Lee
Data Scientist
★★★★★
5.0

Love the real estate data scraper—comprehensive listings API for competitive edge.

Rachel Kim
Rachel Kim
Real Estate Agent
★★★★★
4.9

Seamless real estate scraping; handles volume without issues, top-tier service.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Real estate data services elevated—fast scraping real estate listings integration.

Nina Gupta
Nina Gupta
Product Manager
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the MLS Scraper API architecture work?
Send POST requests to dedicated endpoints with search parameters; our cloud crawlers fetch, parse, and return structured JSON from MLS sources in under 5 seconds.
What factors determine pricing?
Pricing scales by successful records extracted, API call volume, and premium features like real-time streaming or custom scheduling—pay only for data delivered.
What data coverage and limitations apply?
Covers major MLS platforms with 95%+ field accuracy for listings, agents, and pricing; excludes private or login-walled data.
Is scraping real estate data legal and compliant?
We focus exclusively on publicly available data, respecting robots.txt and terms; users must ensure compliance with local laws and fair use.
What integration support is available?
Full docs, SDKs for Python/Node.js, code samples, and 24/7 support for real estate listings API setup and troubleshooting.

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