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Scrape Business Emails, Phones and Social Profiles from Any Website
tutorial Jun 30, 2026 · 3 min read

Scrape Business Emails, Phones and Social Profiles from Any Website

How to extract contact information from a list of company domains at scale — emails, phone numbers, LinkedIn, X, Instagram and more — with no API key.

TripAdvisor Reviews Scraper: Hotels, Restaurants and Attractions Without an API
tutorial Jun 30, 2026 · 5 min read

TripAdvisor Reviews Scraper: Hotels, Restaurants and Attractions Without an API

How to pull TripAdvisor reviews at scale — star rating, full text, trip type, owner response and sub-ratings for any listing — with no TripAdvisor API key.

Twitter / X Data Without the API: Scraping Public Tweets by Keyword or Handle
use-case Jun 30, 2026 · 4 min read

Twitter / X Data Without the API: Scraping Public Tweets by Keyword or Handle

How to collect tweets from X (Twitter) without a paid API subscription — keyword search, hashtag tracking and profile timelines using a browser-based scraper.

YouTube Channel Scraper: Subscribers, Video Stats and Channel Data Without a YouTube API Key
tutorial Jun 30, 2026 · 6 min read

YouTube Channel Scraper: Subscribers, Video Stats and Channel Data Without a YouTube API Key

How to pull YouTube channel metadata and video lists — subscriber count, view counts, publish dates, video descriptions — without using the YouTube Data API or paying for quota.

YouTube Transcripts for RAG and LLMs: No API Key Required
use-case Jun 30, 2026 · 4 min read

YouTube Transcripts for RAG and LLMs: No API Key Required

How to fetch timestamped YouTube captions as clean JSON and feed them into a vector database or LLM context window — without a Google API key or quota.

ATS Jobs Scraper Use Cases: Hiring Intelligence, Competitor Tracking, and Job Aggregation
use-case Jun 27, 2026 · 3 min read

ATS Jobs Scraper Use Cases: Hiring Intelligence, Competitor Tracking, and Job Aggregation

Greenhouse, Lever, Workday, and Ashby publish job boards with no authentication. Here is who pulls that data, what they build, and why the ATS layer matters more than job boards.

The Mine Works
tutorial Jun 27, 2026 · 3 min read

Company KYB Resolver: Resolve LEI, EU VAT, and SEC CIK in One API Call

KYB in one call. Resolve a company name to its GLEIF LEI, EU VAT status, and SEC EDGAR CIK. No API key required. Built for onboarding and counterparty verification.

The Mine Works
tutorial Jun 27, 2026 · 2 min read

EU VAT Validator: Bulk VIES Verification Without an API Key

Validate EU VAT numbers in bulk via the official VIES service. Returns validity, registered company name, and address. No API key required. Zero charge on empty runs.

The Mine Works
tutorial Jun 27, 2026 · 2 min read

GLEIF LEI Lookup API: Resolve Legal Entity Identifiers Without an API Key

Look up Legal Entity Identifiers (LEIs) and registered company data from the GLEIF global registry. Search by company name or LEI code. No API key required.

RAG Crawler Use Cases: Who Needs Website-to-Markdown Conversion and Why
use-case Jun 27, 2026 · 3 min read

RAG Crawler Use Cases: Who Needs Website-to-Markdown Conversion and Why

RAG Crawler converts any website into chunked, token-counted markdown. Here are the teams that use it, what they build, and why pre-chunked output matters for LLM pipelines.

Reddit Scraper Use Cases: Market Research, Product Feedback, and LLM Datasets
use-case Jun 27, 2026 · 3 min read

Reddit Scraper Use Cases: Market Research, Product Feedback, and LLM Datasets

Reddit holds unfiltered opinions from millions of people. Here are the teams that scrape it, what they build with the data, and why pay-per-result pricing changes the economics.

SEC EDGAR Filings Use Cases: Financial Research, RAG Pipelines, and Compliance Monitoring
use-case Jun 27, 2026 · 3 min read

SEC EDGAR Filings Use Cases: Financial Research, RAG Pipelines, and Compliance Monitoring

SEC EDGAR holds 30 years of public company filings. Here is who pulls them programmatically, what they build with the data, and why structured JSON beats raw XBRL.

Threads Scraper Use Cases: Brand Monitoring, Influencer Research, and Social Data
use-case Jun 27, 2026 · 3 min read

Threads Scraper Use Cases: Brand Monitoring, Influencer Research, and Social Data

Meta Threads has no public API. This is who scrapes it, what data they extract, and how they use it for social listening, creator research, and marketing intelligence.

The Mine Works MCP Server: Add 29 Data Tools to Claude Desktop in 2 Minutes
tutorial Jun 24, 2026 · 5 min read

The Mine Works MCP Server: Add 29 Data Tools to Claude Desktop in 2 Minutes

Connect LinkedIn, Reddit, SEC filings, B2B leads, PubMed, arXiv, Google Trends, and more to Claude Desktop or Cursor via a single MCP endpoint. No subscriptions — billing flows through your Apify account.

arXiv Scraper: Search AI, Physics, and Biology Preprints with PDF Links via API
tutorial Jun 23, 2026 · 3 min read

arXiv Scraper: Search AI, Physics, and Biology Preprints with PDF Links via API

Search arXiv preprints by keyword, category, or author. Returns title, abstract, authors, categories, and PDF links. Track AI research before peer review. No API key required.

B2B Leads Finder: Business Emails and LinkedIn Profiles Without Apollo or ZoomInfo
tutorial Jun 23, 2026 · 3 min read

B2B Leads Finder: Business Emails and LinkedIn Profiles Without Apollo or ZoomInfo

Find business emails, LinkedIn profiles, and job titles for decision-makers at target companies. No Apollo, ZoomInfo, or Lusha API key required. $0.003 per lead.

ClinicalTrials Bulk Exporter: 575K Trials Filtered by Condition, Phase, and Status
tutorial Jun 23, 2026 · 2 min read

ClinicalTrials Bulk Exporter: 575K Trials Filtered by Condition, Phase, and Status

Download structured records from ClinicalTrials.gov filtered by disease condition, trial phase, enrollment status, intervention type, or country. No API key required.

ClinicalTrials Sponsor Intelligence: Pharma Pipeline Tracking with FDA Approval Cross-Reference
tutorial Jun 23, 2026 · 2 min read

ClinicalTrials Sponsor Intelligence: Pharma Pipeline Tracking with FDA Approval Cross-Reference

Track clinical trials by sponsor name or condition, with optional cross-referencing against FDA drug approvals to identify which interventions received regulatory clearance.