You can access the NMLS Consumer Access Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "mode": "by_nmls_id",
10    "nmlsIds": ["3030"],
11    "names": ["Rocket Mortgage"],
12    "entityType": "COMPANY",
13    "includeDisclosures": True,
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("automation-lab/nmls-license-registry-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
21for item in client.dataset(run.default_dataset_id).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

NMLS Consumer Access License Records Scraper API in Python

The Apify API client for Python is the official library that allows you to use NMLS Consumer Access Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

NMLS Consumer Access Scraper API in JavaScript

NMLS Consumer Access Scraper API through CLI

NMLS Consumer Access Scraper OpenAPI definition

NMLS Consumer Access Scraper API

NMLS Consumer Access Scraper — Licenses & Contacts

memo23/nmls-scraper

Scrape NMLS Consumer Access for mortgage companies, MLOs, and branches — state licenses with statuses and dates, regulatory disclosures with PDF links, trade names, and sponsor/branch relationships. Search by name, NMLS ID, or state; CAPTCHA solved automatically. Clean JSON/CSV output.

Muhamed Didovic

NMLS Scraper — Mortgage Loan Originators, Lenders & Branches

stackrelay/nmls-consumer-access

Pull MLO, lender, and branch records from NMLS Consumer Access. Auditable open-source actor with no survey-form gate. Returns one normalized row per entity with state licenses, disclosures, sponsor links, and computed risk-rollup flags.

StackRelay

5.0

NMLS Professional License Lookup Scraper — Mortgage MLOs

jungle_synthesizer/nmls-consumer-access-crawler

Professional license lookup scraper for the US mortgage industry — search NMLS Consumer Access for loan originators (MLOs), lending companies, and branches. Row-per-entity with state license lookup, disclosures, and sponsor links.

BowTiedRaccoon

Zillow Mortgage Lenders Scraper

automation-lab/zillow-mortgage-lenders-scraper

Discover public Zillow mortgage lenders by location or profile. Export NMLS identity, company, contacts, address, biography, ratings, and review counts for lead research.

Automation Lab

HMDA Mortgage Loan Data Scraper

parseforge/hmda-mortgage-loan-data-scraper

Scrapes CFPB HMDA mortgage loan application records by year, state, action taken, race, and loan type. Returns each loan as a flat row with amounts, demographics, and lender decisions.

ParseForge

HMDA Mortgage Loan Applications & Lending Data Scraper

logiover/hmda-mortgage-loan-applications-scraper

Stream millions of official FFIEC/CFPB HMDA loan and application records by year, state, county, lender LEI, loan type, purpose, action, amount and property profile. Built for mortgage, fintech, housing, fair-lending and real-estate analytics.

Logiover

Zillow Lenders | Search | Detail Page(s) | Scraper

memo23/zillow-lenders-scraper

Extract mortgage lender data from Zillow including: lender names, NMLS IDs, contact info (phone, address, website), ratings & reviews, state licenses, specializations, and detailed bios. Get comprehensive lender profiles for market research and lead generation.

Muhamed Didovic

5.0

HMDA Mortgage Loan Data Scraper - Lender API

pink_comic/hmda-mortgage-disclosure-data

Scrape CFPB HMDA mortgage loan data by state, lender LEI, year, county, loan type, and action taken. Export home loan applications, originated/denied loans, amounts, rates, property values, DTI, demographics, and denial reasons. For lender analysis, fair-lending compliance, and market research.

Ava Torres

Realtor Mortgage Calculator

realtorscraper/realtor-mortgage-calculator

Calculates mortgage payments and loan details for multiple locations with various loan types. It includes detailed payment breakdowns, amortization schedules, total interest, and affordability metrics. Supports loan types like 30-year fixed, FHA, VA, and ARM for informed home financing decisions.