DaKheera47

DaKheera47 / scraperecon

Public

CLI recon tool for scraper developers. Detects TLS fingerprinting, JS challenges, bot protection, and rate limits across 4 stages

bot-detection curl-cffi python scraping tls-impersonation
16
1
69% credibility
Found May 03, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

scraperecon is a tool that probes a website to reveal its bot protections, browser mimic needs, service providers, and request limits to inform scraper creation.

How It Works

1
🔍 Discover the tool

You hear about a handy checker that tests websites for blocks before you try collecting data from them.

2
📥 Set it up

You quickly install it on your computer so it's ready to use anytime.

3
🎯 Point it at a site

You tell it the website address, and it starts checking defenses right away.

4
⚡ Watch the tests run

It tries simple access, mimics a real browser, spots protection services, and checks speed limits if you ask.

5
📊 See the results

Clear report shows what's blocking you and gives plain advice on what to use next.

6
💡 Follow the tips

Based on the advice, you know if basic tools work or if you need fancier tricks.

✅ Scrape with confidence

You save time and headaches by building your data collector perfectly the first time.

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Star Growth

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AI-Generated Review

What is scraperecon?

scraperecon is a Python CLI recon tool that probes target URLs across four stages: plain HTTP checks, TLS impersonation via curl_cffi profiles like chrome131, bot vendor detection for Cloudflare or Akamai, and opt-in rate limit testing. It flags blocks like JS challenges, 403s, or throttling, then spits out recommendations like "use curl_cffi" or "try Playwright." Install via pipx on Linux, Ubuntu, or Windows CLI setups, run scraperecon https://target.com for human-readable output or --json for scripting.

Why is it gaining traction?

Unlike manual curl loops or full scrapers, it sequences probes intelligently—skipping TLS if plain HTTP works—and delivers actionable advice without blasting sites. Flags for --probe-rate with concurrency, --impersonate firefox120, and --save HTML integrate into GitHub Actions or GitHub CLI workflows across platforms. Vendor signatures are extensible via JSON PRs, hooking devs tired of guesswork.

Who should use this?

Python scraper devs reconning e-commerce or API endpoints before coding bots. Suited for indie hackers or teams facing rate limits and TLS fingerprinting on Linux/Ubuntu/Windows, especially in GitHub repo pipelines or flux CLI reconcile flows. Skip if you're already deep into Playwright stealth.

Verdict

Early days at 11 stars and 0.7% credibility score, but crisp docs and zero-setup pipx make it a low-risk recon CLI trial. Grab it for your next scraper target—mature enough for quick wins, room to grow signatures.

(187 words)

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