analyzing-malicious-url-with-urlscan
Helps your agent check dangerous websites. It shows what happens on a site, like images and code, to see if it's safe.
What it does
This tool helps you investigate suspicious websites. It visits the site in a safe environment, takes screenshots, shows the code, and what it does, so you can see if it's dangerous without taking risks.
When to use it
- ✓When you find a strange link and want to know if it's safe.
- ✓When investigating a potential online scam.
- ✓To check if a website is trying to steal your information.
Example of what to ask your AI
“Analyze this suspicious link: [link address]”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
You send the link to the URLScan.io service. It visits the link in an isolated environment and provides a complete report with images, technical details, and information about the site.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill analyzing-malicious-url-with-urlscanOr download just the file:
curl -L https://raw.githubusercontent.com/mukul975/Anthropic-Cybersecurity-Skills/main/skills/analyzing-malicious-url-with-urlscan/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Analyzing Malicious URL with URLScan
Overview
URLScan.io is a free service for scanning and analyzing suspicious URLs. It captures screenshots, DOM content, HTTP transactions, JavaScript behavior, and network connections of web pages in an isolated environment. This skill covers using URLScan's web interface and API to investigate phishing URLs, credential harvesting pages, and malicious redirects without exposing the analyst's system to risk.
When to Use
- When investigating security incidents that require analyzing malicious url with urlscan
- When building detection rules or threat hunting queries for this domain
- When SOC analysts need structured procedures for this analysis type
- When validating security monitoring coverage for related attack techniques
Prerequisites
- URLScan.io account (free tier available, API key for automation)
- Python 3.8+ with requests library
- Understanding of HTTP protocols and web technologies
- Familiarity with phishing URL patterns
Key Concepts
URLScan Capabilities
- Safe browsing: Renders URLs in isolated Chromium instance
- Screenshot capture: Visual snapshot of the rendered page
- DOM analysis: Full HTML content after JavaScript execution
- Network log: All HTTP requests made by the page (HAR format)
- Certificate analysis: SSL/TLS certificate details
- Technology detection: Identifies web frameworks and libraries
- IP/ASN mapping: Infrastructure intelligence
- Verdict: Community and automated classification
Phishing URL Red Flags
- Newly registered domains (< 30 days)
- Free hosting services (Wix, GitHub Pages, Firebase)
- URL shorteners hiding final destination
- Excessive subdomain depth (login.microsoft.com.evil.com)
- Brand name in subdomain or path, not domain
- Non-standard ports
- Data URIs or base64-encoded content
- JavaScript-heavy pages with minimal HTML
Workflow
Step 1: Submit URL to URLScan
Web: Navigate to https://urlscan.io and submit the suspicious URL
API: POST https://urlscan.io/api/v1/scan/
Header: API-Key: your-api-key
Body: {"url": "https://suspicious-url.com", "visibility": "private"}
Step 2: Analyze Results
- Review screenshot for brand impersonation
- Check redirects and final destination URL
- Examine DOM for credential input forms
- Review network requests for data exfiltration endpoints
- Check SSL certificate validity and issuer
Step 3: Extract IOCs
- Domains and IPs contacted
- URLs in redirect chain
- SHA-256 hashes of page resources
- JavaScript file hashes
Step 4: Cross-Reference with Threat Intelligence
Use the scripts/process.py to automate URL scanning, extract IOCs, and cross-reference with VirusTotal, PhishTank, and Google Safe Browsing.
Tools & Resources
- URLScan.io: https://urlscan.io/
- URLScan API: https://urlscan.io/docs/api/
- VirusTotal URL Scanner: https://www.virustotal.com/
- PhishTank: https://phishtank.org/
- Google Safe Browsing: https://transparencyreport.google.com/safe-browsing/search
- Any.Run: https://any.run/ (interactive sandbox)
- Hybrid Analysis: https://www.hybrid-analysis.com/
Validation
- Successfully scan a suspicious URL via API
- Extract screenshot and identify brand impersonation
- Document complete redirect chain
- Generate IOC list from scan results
- Cross-reference findings with at least 2 threat intelligence sources
FAQ
What is URLScan.io?
It's a free service that analyzes suspicious websites, showing how they behave and if they are dangerous.
Do I need to pay to use it?
No, basic usage is free. To automate tasks, an API key might be needed.
What are 'IOCs'?
IOCs are 'Indicators of Compromise', which are pieces of information like website addresses or IP numbers that can indicate malicious activity.
Details
Original description by the author
URLScan.io is a free service for scanning and analyzing suspicious URLs. It captures screenshots, DOM content, HTTP transactions, JavaScript behavior, and network connections of web pages in an isolat
Popularity
- GitHub stars
- 35k
- Ranking position
- #5463
- License
- Apache-2.0
- Updated
- 8/31/2026
Comments
- …
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