Open source
Free scrapers.Read the code, run it today.
One-file Python scripts for public pages, MIT licensed. No login and no API key. When you need more data or a server that doesn't get blocked, the API takes the same job.
Scrapers
One repo per site. Install and run in a minute.
Every command is checked against the live site before each update. Each repo says what it can't reach.
Instagram
python instagram_scraper.py profile natgeoTikTok
python tiktok_scraper.py profile nasaThreads
python threads_scraper.py profile nasaReddit
python reddit_scraper.py subreddit pythonLinkedIn
python linkedin_scraper.py company microsoftGoogle Maps
python google_maps_scraper.py search "coffee shops in Seattle"Facebook Ad Library
python facebook_ad_library_scraper.py search nike --limit 20Zillow
python zillow_scraper.py search "Seattle, WA" --limit 10
Script or API
Start free. Switch when the script stops.
| Open-source script | ToolzerHub API | |
|---|---|---|
| Cost | Free, MIT license | 100 free credits a month, then per call |
| Where it runs | A home connection or your own proxy | Any server, one HTTPS request |
| Datacenter IPs | Often refused (Reddit and Instagram did in our tests) | Handled on our side |
| Data | Public profiles, posts and first pages | Followers, deeper comment pages, search and more |
| When a site changes | You update the script | We fix it, your code stays the same |