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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 · 4 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 · 2 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.

CMS Hospital Quality Data: Star Ratings, HCAHPS Scores, and Complication Rates via API
tutorial Jun 23, 2026 · 2 min read

CMS Hospital Quality Data: Star Ratings, HCAHPS Scores, and Complication Rates via API

Pull CMS hospital quality metrics for 4,500+ US hospitals: overall star ratings, patient satisfaction scores, complication rates, and readmission rates. No API key required.

Company KYB Resolver: LEI, EU VAT, and SEC CIK Lookup in One API Call
tutorial Jun 23, 2026 · 3 min read

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

Resolve a company name to its Legal Entity Identifier (LEI), EU VAT registration status, and SEC EDGAR CIK in a single call. No API key required. Built for KYB onboarding and counterparty verification.

FDA 510(k) Clearances API: Medical Device Intelligence by Company, Device, or Product Code
tutorial Jun 23, 2026 · 3 min read

FDA 510(k) Clearances API: Medical Device Intelligence by Company, Device, or Product Code

Search FDA 510(k) premarket clearances by company, device name, or product code. Returns applicant, device, decision, and dates for medtech competitive intelligence. No API key required.

LinkedIn Jobs Scraper: Job Listings by Keyword and Location Without Login
tutorial Jun 23, 2026 · 2 min read

LinkedIn Jobs Scraper: Job Listings by Keyword and Location Without Login

Scrape LinkedIn job listings by keyword and location: job title, company, seniority, applicant count, and job description. No LinkedIn login required.

LinkedIn Post Search: Find Posts by Keyword Without Login
tutorial Jun 23, 2026 · 2 min read

LinkedIn Post Search: Find Posts by Keyword Without Login

Search LinkedIn posts by keyword and return author profiles, headlines, and post snippets. Uses Google indexing as the data surface. No LinkedIn login or cookies needed.

LinkedIn Profile Scraper: Experience, Education, and Skills Without Login
tutorial Jun 23, 2026 · 2 min read

LinkedIn Profile Scraper: Experience, Education, and Skills Without Login

Extract full LinkedIn profile data: work history, education, skills, connections, from a list of profile URLs. No LinkedIn cookies or login required.

LinkedIn Company Scraper: Size, Industry, Website, and Followers Without Login
tutorial Jun 23, 2026 · 2 min read

LinkedIn Company Scraper: Size, Industry, Website, and Followers Without Login

Scrape LinkedIn company pages for employee count, industry, HQ, founding year, website, follower count, and specialties. No LinkedIn login or API key required.