ucfuzz 0.1.1

Browser-based web fuzzer with ffuf-like UX, powered by undetected-chromedriver

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Browser-based web fuzzer. Bypasses WAFs, solves CAPTCHAs, looks like a real user.

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🚀 Why UCFuzz?

Most fuzzers send raw HTTP requests. That works — until the target runs Cloudflare, has browser fingerprinting, requires a login session, or throws a CAPTCHA on suspicious traffic.

UCFuzz runs a real Chrome browser via undetected-chromedriver. Every request has a real TLS fingerprint, real browser headers, and real JavaScript execution. To the server, it looks like a human clicking links.

Feature	Traditional Fuzzer	UCFuzz
Engine	Raw HTTP (requests/aiohttp)	🌐 Full Chrome Browser
WAF Evasion	Blocked by Cloudflare / Akamai	✅ Naturally Bypasses
JS Support	None (Static only)	⚡ Full JS & SPA Handling

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📦 Installation

Choose the method that fits your needs:

🐍 Via PyPI

Install the stable version instantly:

pip install ucfuzz

🛠️ Or from source:

git clone https://github.com/raceoverflow/ucfuzz
cd ucfuzz
pip install .

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Quick start

ucfuzz -u https://target.com/FUZZ -w wordlist.txt

The browser opens. Log in, solve any CAPTCHA, then press Enter — UCFuzz takes over from there.

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Usage

ucfuzz [OPTIONS]

Options:
  -u, --url TEXT              Target URL with FUZZ placeholder  [required]
  -w, --wordlist PATH         Path to wordlist  [required]
  -o, --output PATH           Save results as JSONL
  --delay TEXT                Delay between requests: 100ms, 1s, 2m  [default: 0s]
  --timeout FLOAT             Response timeout in seconds  [default: 10.0]
  --exclude-status INTEGER    Hide this status code (repeatable)  [default: 404]
  --exclude-length INTEGER    Hide this content length (repeatable)
  --extension TEXT            Append extension to every word: php, html, js
  --headless                  Run browser without a window
  --help                      Show this message and exit

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Use cases

Discovery

Standard brute-force on a site protected by Cloudflare. UCFuzz navigates through the challenge automatically.

ucfuzz -u https://target.com/FUZZ -w raft-large-dirs.txt --delay 50ms

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Slow, human-like scanning

Avoid rate-limiting and IDS alerts by mimicking realistic browsing speed.

ucfuzz -u https://target.com/FUZZ -w wordlist.txt --delay 2s --timeout 30

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Output

Results print live to the terminal, colour-coded by status:

https://target.com/admin          (Status: 200) [Size: 4821]
https://target.com/backup.zip     (Status: 200) [Size: 204800]
https://target.com/config         (Status: 403) [Size: 312]
https://target.com/.env           (Status: 200) [Size: 89]

Save to JSONL with -o results.jsonl for further processing:

cat results.jsonl | jq 'select(.status_code == 200)'

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Roadmap

Things coming next, roughly in priority order:

• Parallel browser sessions — run N browsers simultaneously for faster scans without looking like a bot
• Recursive mode — automatically fuzz newly discovered directories with specified recursion depth
• Custom headers & cookies — inject Authorization, X-API-Key, or any arbitrary header per request
• POST / PUT fuzzing — fuzz request bodies, not just URLs
• Report export — generate HTML/Markdown reports from JSONL output
• Smarter response handling - parse robots.txt, sitemap, ds_store and opendir responses
• Save the state - save the state of scans in sqlite database
• Web GUI - modern minimalistic web GUI based on FastAPI
• More evasion - more evasion with random delay option in specified range
• CAPTCHA indicator - indicate captcha by inclusion of specific markers to prevent it from wasting wordlist until solved
• Optimization - add flags for disabling css and media loading
• Survive network errors - keep going from the same place when stopped due to the network issues
• AuthFlow support - make possible to record auth flow with seleniumbase recorder extension and use it to automate authentication

Have a feature request? Open an issue.

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Legal

UCFuzz is intended for authorized security testing only. Only use it against systems you own or have explicit written permission to test. Unauthorized use is illegal and unethical.