MLS Scraper API
MLS data is licensed, but a great deal of it surfaces on public portals. Our MLS scraper API collects listing details, prices, statuses, and agent info from those public real estate sites – the compliant route to market datasets that doesn't touch gated MLS feeds.
* This scraper is now a part of the Web Scraping API.
125M+
IPs worldwide
99.99%
success rate
200
requests per second
100+
ready-made templates
Free
starter plan
Be ahead of the MLS scraping game

What is MLS scraper API?
MLS scraper API is a real estate data tool with a boundary built into its design. It reads public portal pages – sites like har.com that republish listing information openly – rather than licensed MLS feeds themselves. Those pages return listing prices, addresses, and property facts, status changes (active, pending, sold), days on market and listing dates, agent and brokerage attribution, and photo counts alongside description text. Investors and proptech teams build market trackers on this foundation, and the Real Estate Data Scraper API brings purpose-built parsing to the property vertical.

Collect MLS data
Portal breadth is what makes an mls scraper useful – no single public site carries every market, so coverage means collecting several consistently. The Web Scraping API gives all of them one request format: send a listing or search URL, get structured data back, whichever portal it came from. Rendering handles map-driven search pages, the 125M+ pool of datacenter, residential, ISP, and mobile IPs absorbs each site's defenses, and scheduled pulls keep status changes – pending, sold, relisted – flowing into your model daily.
Built-in scraper
JavaScript rendering
Easy API integration
195+ geo-locations, including country-, state-, and city-level targeting
No CAPTCHAs or IP blocks
Scrape MLS listings with Python, Node.js, or cURL
Our MLS Scraper API supports all popular programming languages for smooth integration with your business tools.
Get more from the MLS scraper API
Scrape MLS using an API that handles JavaScript rendering and proxy integration for you, so you get the data you need without blocks or CAPTCHAs.
100% success rate
Listing pulls are billed on success – portals that challenge or stall cost you nothing.
Advanced anti-bot bypass
Each portal's defenses are met with rotation, fingerprints, and TLS handling tuned per site.
Real-time or on-demand results
Track one address's status in real time, or refresh a metro's full inventory nightly.
125M+ proxy pool
Housing is local – collect each metro's portals through IPs from that region for faithful results.
JavaScript rendering
Map-based search interfaces and lazy-loaded listing cards render out before capture.
Easy integration
One request format across every portal, with Python, Node.js, and cURL examples included.
What does Web Scraping API cost?
Choose a plan based on your scraping volume. All plans include the same powerful features – you only pay for what you use. Start with the free plan to test before committing.
Plan prices
+VAT / Billed monthly
Rate limit
All prices shown are per 1K req.
Plan price
$0
+VAT / Billed monthly
Request type
Price per 1k req.
2K req.
$0.50
1K req.
$0.75
1K req.
$1.00
667 req.
$1.50
Rate limit
10 req/s
Plan price
$19
+VAT / Billed monthly
Request type
Price per 1k req.
38K req.
$0.50
25K req.
$0.75
19K req.
$1.00
12K req.
$1.50
Rate limit
10 req/s
Plan price
$49
+VAT / Billed monthly
Request type
Price per 1k req.
163K req.
$0.30
75K req.
$0.65
54K req.
$0.90
39K req.
$1.25
Rate limit
25 req/s
Plan price
$99
+VAT / Billed monthly
Request type
Price per 1k req.
707K req.
$0.14
165K req.
$0.60
116K req.
$0.85
82K req.
$1.20
Rate limit
50 req/s
Need more?
Request type
Price per 1k req.
Custom
Custom
Custom
Custom
Rate limit
Custom
For low-security sites and simple access
For accessing guarded or sensitive pages
With each plan, you access:
99.99% success rate
Results in HTML, JSON, CSV, XHR or PNG
MCP server
JavaScript rendering
AI integrations
100+ pre-built templates
Supports search, pagination, and filtering
LLM-ready markdown format
24/7 tech support
14-day money-back
SSL Secure Payment
Your information is protected by 256-bit SSL
Why the scraping community chooses Decodo
135K+ developers, SEOs, and data teams rely on Decodo to collect public web data at scale – including from MLS. Whether you're shipping a side project or running production pipelines, our infrastructure is built to keep your MLS scraper running while you focus on what to do with the data.
Decodo
Manual data collection
Other APIs
125M+ residential, mobile, datacenter, and ISP proxies
Manage proxy rotation yourself
Limited proxy pools
Advanced browser fingerprinting
Build CAPTCHA solvers
Frequent CAPTCHA blocks
Only pay for successful requests
Handle retries manually
Pay for failed requests
100+ ready-made scraping templates
Maintenance overhead
Complex documentation
Data in JSON, CSV, HTML, and Markdown formats
Days to implement
Limited output formats
Why the scraping community chooses Decodo
135K+ developers, SEOs, and data teams rely on Decodo to collect public web data at scale – including from MLS. Ship a side project or run production pipelines – our infrastructure keeps your MLS scraper running while you focus on what to do with the data.
Attentive service
The professional expertise of the Decodo solution has significantly boosted our business growth while enhancing overall efficiency and effectiveness.
N
Novabeyond
Easy to get things done
Decodo provides great service with a simple setup and friendly support team.
R
RoiDynamic
A key to our work
Decodo enables us to develop and test applications in varied environments while supporting precise data collection for research and audience profiling.
C
Cybereg
Trusted by:
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Frequently asked questions
Is it legal to scrape MLS listings?
Licensed data carries its license wherever it travels. Where information reaches a page through a licensing chain, as MLS listings often do, the terms follow it downstream. Trace the source before you collect. Our how licensing affects scraping covers the pattern.
How does the MLS scraper API bypass blocks and CAPTCHAs?
Real estate portals run commercial bot detection of varying strictness – some are light, some retail-grade. The scraper adapts per site: IP rotation across the 125M+ pool, coherent browser fingerprints, JavaScript execution where challenged, and automatic retries. You send the same request format regardless of which portal is defending harder that week.
What output formats does the MLS scraper API support?
Listing pages can be delivered as plain HTML or as pre-parsed JSON, with property fields already normalized – price, beds, baths, square footage, status. CSV export supports quick comps analysis. Deep results benefit from our guide on working through paginated listing pages, since metro searches routinely run hundreds of pages.
Can I geo-target MLS requests to a specific country or city?
Yes. Requests exit from IPs across 195+ geo-locations, with US state and city targeting where supported. Portals sometimes vary featured listings and search ordering by visitor region, so collecting each metro through local IPs keeps ranking signals authentic. The Redfin Scraper API adds a national portal to your source mix.
How fast is the MLS scraper API and can it handle large-scale jobs?
Nightly refreshes across tens of thousands of listings are standard – parallel requests scale with your plan, and typical responses return in seconds. Status-change detection works best on a fixed cadence, so the scheduler matters as much as raw speed. Both are included.
Can I try the MLS scraper API for free?
Yes. The starter plan is free and card-free to activate, with up to 2K requests included. Test it against the portals covering your target metros and confirm field quality before any spend.
MLS Scraper API for Your Data Needs
Gain access to real-time data at any scale without worrying about proxy setup or blocks.
14-day money-back option










