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
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
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 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.
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
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
Extract full LinkedIn profile data — work history, education, skills, connections — from a list of profile URLs. No LinkedIn cookies or login required.
Medicare Part D Drug Spending Data: Unit Cost, Claims, and Beneficiary Counts via API
Pull Medicare Part D drug spending from CMS: total cost, claims, beneficiaries, and unit price by drug name or manufacturer. Track pharmaceutical pricing trends. No API key required.
NIH RePORTER API: Search Grant Funding, Award Amounts, and Principal Investigators
Search NIH grant awards by topic, agency, institution, or state. Returns project title, abstract, award amount, and PI data for research funding intelligence. No API key required.
OpenCitations API: Build Citation Graphs from 1.6 Billion Open Citation Links
Pull all citing papers and cited references for any DOI from OpenCitations' 1.6B citation index. Build citation networks, map research influence, and run bibliometric analysis without a subscription.
openFDA Scraper: Drug Adverse Events, Device Recalls, and Food Safety Data
Extract FDA drug adverse events, device recalls, 510k clearances, and food enforcement actions from all openFDA endpoints using a single Python script. No API key required.
PubMed Scraper: Search 36M Biomedical Articles, Abstracts, and MeSH Terms via API
Search PubMed for biomedical literature by query, author, or MeSH term. Returns PMID, title, abstract, authors, journal, and DOI. No API key required. Ideal for systematic reviews and RAG pipelines.
AliExpress Product Data API: Prices, Ratings, and Orders in Python
AliExpress affiliate API has restricted coverage. Learn how to scrape AliExpress product listings for prices, ratings, order counts, and seller data as structured JSON — no affiliate approval needed.
How to Scrape AmbitionBox Company Reviews and Ratings
AmbitionBox is India largest employer review platform with 300,000 companies. Learn how to pull ratings, review counts, salary data, and dimension scores as structured JSON without any official API.
ClinicalTrials.gov API v2: How to Search 500,000 Studies and Track Trial Status
ClinicalTrials.gov upgraded to a v2 REST API in 2024. Here is how to use it, what changed from v1, and how to build automated trial monitoring pipelines in Python.
CourtListener API: How to Search US Court Records and Case Law Programmatically
CourtListener exposes 10M+ court opinions and dockets via a free REST API. Here is how to query it, what the rate limits actually are, and when a scraper is faster.
Crossref API: 150 Million DOIs, Citation Counts, and Bibliographic Data for Free
Crossref is the canonical DOI resolver for 150M+ scholarly works. The REST API returns publication metadata, reference lists, and citation counts with no authentication.
How to Scrape Crunchbase Company Profiles in Python (Funding, Investors, No API Key)
Crunchbase has no free public API. Learn how to extract company names, total funding raised, investor counts, latest rounds, and headquarters as structured JSON using an Apify scraper with residential proxy bypass.