AI-powered hash cracking platform with adaptive profiling, OSINT automation, and security audit reports
Project description
SmartCrack
AI-powered hash cracking platform with cultural knowledge expansion, 42 hash algorithms, exhaustive candidate generation, and professional security audit reports.
What Makes It Different
SmartCrack uses a single LLM call to extract cultural knowledge from a target profile — second-order associations that no wordlist contains. Tell it someone likes Arsenal and it knows Bergkamp wore #10, Highbury was the old stadium, and "COYG" is the fan chant. Then a mechanical engine exhaustively generates 82M+ candidates from those tokens in seconds.
# Cracks "Bergkamp10!" — only possible if you know Arsenal's squad
smartcrack smart -H 5e30d55e3d9e5c84d08d2b40db4de72f \
--profile-name Johnny --profile-keywords "arsenal,football" \
--profile-birthdate 1990-01-15 --expand
Features
- Knowledge expansion — one Gemini/OpenAI call extracts 300+ cultural tokens, cached to disk
- Exhaustive combo engine — 15-phase generation: every token × number × separator × suffix × leet variant × reversal × case variant. 82M candidates in 40s
- 42 hash algorithms — Linux shadow ($1$/$5$/$6$/$y$), WordPress, Drupal, Django, MySQL, MSSQL, bcrypt, Argon2, NTLM, Kerberos, NetNTLMv2, DCC2, WPA2, KeePass, Office docs, and more
- Prefix-based auto-detection — 24 structural patterns for instant identification
- Adaptive batch sizing — memory-hard hashes get 50/batch with 2 workers; fast hashes get 50K/batch with all cores
- Rainbow tables — build and lookup with O(log n) binary search
- HIBP breach checking — k-anonymity API integration
- Hashcat compatibility — 38 mode mappings, .rule files, potfile parsing
- OSINT automation — username enumeration → automatic profile building
- Export reports — CSV, HTML dashboard (Chart.js), Markdown
- Interactive TUI — real-time dashboard with phase tracking
- Session persistence — save and resume cracking sessions
Install
python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
Quick Start
# Basic crack (auto-detects hash type)
smartcrack smart -H "5f4dcc3b5aa765d61d8327deb882cf99"
# With target profile
smartcrack smart -H <hash> \
--profile-name John --profile-pet Buddy \
--profile-keywords "arsenal,gaming" --profile-birthdate 1990-05-15
# With LLM knowledge expansion (the killer feature)
export SMARTCRACK_API_KEY="your-gemini-key"
export SMARTCRACK_PROVIDER="gemini"
smartcrack smart -H <hash> --profile-name John --profile-keywords "arsenal" --expand
# Crack a WordPress hash
smartcrack smart -H '$P$B9xv18PXFDqXIrNOiRkHpNdyInuUbi1' --type wordpress
# Crack a Linux shadow hash
smartcrack smart -H '$6$rounds=5000$salt$hash' --type sha512crypt
# Hashcat mode compatibility
smartcrack smart -H <hash> -m 1000 # NTLM mode
# Batch crack with audit report
smartcrack batch -f hashes.txt --audit --report html --report-output report.html
# Rainbow table
smartcrack rainbow build -w wordlist.txt -t md5 -o table.rainbow
smartcrack rainbow lookup -H <hash> -T table.rainbow
# System check
smartcrack doctor
Supported Algorithms
| Category | Types |
|---|---|
| Fast | MD5, SHA1, SHA224, SHA256, SHA384, SHA512, NTLM, LM |
| Linux | md5crypt ($1$), sha256crypt ($5$), sha512crypt ($6$), yescrypt ($y$) |
| Web CMS | WordPress/phpBB ($P$/$H$), Drupal7 ($S$) |
| Windows AD | NTLM, NetNTLMv1/v2, Kerberos TGS/ASREP, DCC1/DCC2, LM |
| Databases | MySQL 4.1, MSSQL 2012, Oracle 11g/12c, PostgreSQL md5/SCRAM |
| Frameworks | Django PBKDF2, bcrypt, Argon2, scrypt |
| Files | KeePass, MS Office, PDF, RAR5, 7-Zip |
| Crypto | Bitcoin, Ethereum |
| Network | WPA2 PMKID, Cisco type 8/9 |
| Other | macOS PBKDF2, LDAP SSHA |
LLM Configuration
# Gemini (recommended — free tier)
export SMARTCRACK_API_KEY="AIza..."
export SMARTCRACK_PROVIDER="gemini"
# OpenAI
export SMARTCRACK_API_KEY="sk-..."
export SMARTCRACK_PROVIDER="openai"
# Auto-detect from key prefix (no --provider needed)
export SMARTCRACK_API_KEY="AIza..." # auto-detects Gemini
Supported providers: gemini, openai, groq, together, openrouter. Any OpenAI-compatible endpoint works via --llm-base-url.
Commands
| Command | Description |
|---|---|
smart |
Multi-phase intelligent attack with knowledge expansion |
crack |
Simple dictionary attack |
batch |
Crack multiple hashes from a file |
identify |
Identify hash type(s) |
estimate |
Pre-attack probability and time estimate |
export |
Export results as CSV, HTML, or Markdown |
analyze |
Analyze passwords from a hashcat potfile |
rainbow build |
Build a rainbow table from a wordlist |
rainbow lookup |
Look up a hash in a rainbow table |
doctor |
Check system readiness |
quickstart |
Interactive first-time wizard |
osint |
OSINT username enumeration |
plugins |
List installed plugins |
version |
Show version |
Development
pytest # 559 tests
pytest --cov=src # with coverage
ruff check src/ tests/ # lint
License
MIT
Project details
Release history Release notifications | RSS feed
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