What are the most useful scripts to scrape websites or hit API for automation? Alternatively: Looking

"Looking for useful scripts to scrape websites or hit API—any recommendations?"

Hey folks!

I'm trying to automate some stuff and need *useful scripts to scrape websites or hit API*. Not looking for anything crazy complex, just stuff that works without too much headache.

Anyone got favorites? Python, JS, Bash—I'm open. Bonus points if it handles rate limits or CAPTCHAs lol.

Also, if you've got tips on avoiding bans or making requests look legit, drop 'em here.

Thanks in advance! 🚀

*(P.S. If you’ve got a GitHub gist or repo, even better!)*

If you're after useful scripts to scrape websites or hit API, check out Scrapy for Python. It’s super powerful and has built-in support for handling rate limits.

For JS, Puppeteer is my go-to—it’s like a headless browser, so it’s great for sites with heavy JS.

Also, check out https://github.com/lorien/awesome-web-scraping for a ton of resources.

Pro tip: Rotate user agents and use proxies to avoid bans.

Yo! For simple stuff, I love Requests + BeautifulSoup in Python. Dead easy to use and gets the job done.

If you need to bypass CAPTCHAs, check out 2Captcha or Anti-Captcha services—they’re paid but worth it if you’re scraping a lot.

For APIs, Postman is clutch for testing before you write any code.

For hitting APIs, I swear by Python’s `requests` library. Super simple and works 99% of the time.

If you’re scraping, try Playwright—it’s like Puppeteer but works across multiple browsers.

Also, don’t forget to add delays between requests! `time.sleep(random.uniform(1, 3))` helps avoid rate limits.

Hey! If you’re into JS, Axios is solid for API calls. For scraping, Cheerio is lightweight and fast.

For avoiding bans, use residential proxies (like Luminati) and mimic human behavior—random clicks, scrolls, etc.

GitHub has tons of useful scripts to scrape websites or hit API—just search for “web scraping boilerplate.”

Wow, thanks for all the recs! Definitely gonna try Scrapy and Puppeteer first.

Quick Q: Anyone got a favorite proxy service that won’t break the bank? Also, how do you handle sessions when scraping?

P.S. Found this gist for rate limiting in Python—super handy: https://gist.github.com/example.

Y’all are legends! 🚀

If you’re lazy like me, check out Apify. It’s a no-code tool for scraping, but you can also use their SDK if you wanna code.

For APIs, Insomnia is a nice alternative to Postman.

And yeah, rate limits suck—try exponential backoff if you’re getting throttled.

For Python, `httpx` is a modern alternative to `requests` with async support. Great for hitting APIs fast.

Scrapy is overkill for small jobs—just use `requests` + `lxml` if you need speed.

Also, Cloudflare bans? Rotate IPs and use stealthy headers.

Bash? Really? Lol. But if you insist, `curl` + `jq` can do wonders for simple API stuff.

For scraping, Selenium is old but reliable. Just make sure to use headless mode and random delays.

Pro tip: Check out https://scrapingant.com—they handle CAPTCHAs for you.

If you’re dealing with APIs, FastAPI is great for mocking endpoints during testing.

For scraping, check out `pyppeteer`—it’s Puppeteer for Python.

And always, ALWAYS respect `robots.txt`. Don’t be that guy.