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Hash identification and lookup tool for CTF and security research

Project description

hashcrack

Hash identification and lookup tool for CTF and security research.

PyPI Python License Stars


hashcrack is a fast, feature-rich CLI tool for hash analysis in CTF competitions and security research. It auto-detects hash types (MD5, SHA-1, SHA-256, bcrypt, NTLM, and 20+ more), queries public hash databases, performs wordlist attacks, generates hashes, and provides deep statistical analysis — all with beautiful terminal output powered by Rich.

  • Auto-detection — identifies 20+ hash types from MD5 to Argon2, bcrypt, NTLM, and scrypt
  • Online lookup — queries multiple public hash cracking APIs simultaneously
  • Wordlist attack — crack hashes locally using any wordlist (e.g. rockyou.txt)
  • Hash generation — compute MD5, SHA-1, SHA-256, SHA-512, BLAKE2 and more in one command
  • Batch mode — process hundreds of hashes from a file with optional auto-lookup
  • Verification — confirm plaintext/hash pairs across all supported algorithms
  • Deep analysis — entropy calculation, charset analysis, and type classification
  • JSON output — every command supports --json for scripting and piping

Installation

pip install hashcrack-cli

Or install from source:

git clone https://github.com/shazeus/hashcrack
cd hashcrack
pip install -e .

Usage

# Identify a hash type
hashcrack identify 5d41402abc4b2a76b9719d911017c592

# Look up plaintext via public APIs
hashcrack lookup 5d41402abc4b2a76b9719d911017c592

# Generate hashes
hashcrack generate "hello world"
hashcrack generate "secret" --algo md5 --algo sha256

# Crack with a wordlist
hashcrack wordlist rockyou.txt 5d41402abc4b2a76b9719d911017c592

# Batch process hashes from a file
hashcrack batch hashes.txt --lookup

# Verify plaintext against hash
hashcrack verify 5d41402abc4b2a76b9719d911017c592 "hello"

# Deep analysis
hashcrack analyze 5d41402abc4b2a76b9719d911017c592

# List all supported hash types
hashcrack info

Commands

Command Description
identify <hash> Auto-detect the type(s) of a hash
lookup <hash> Query public databases for the plaintext
generate <text> Generate hashes for a string (all algorithms or specific ones)
wordlist <file> <hash> Crack a hash using a local wordlist
batch <file> Process multiple hashes from a file
verify <hash> <plaintext> Confirm a hash/plaintext pair
analyze <hash> Full analysis: type + lookup + entropy + charset
info [type] Show details for a hash type, or list all supported types

Configuration

All commands support these global options:

Flag Description
--json Output results as JSON for scripting
-q / --quiet Minimal output (useful in scripts)
-h / --help Show help for any command
-V / --version Show version

Supported Hash Types

MD5, SHA-1, SHA-224, SHA-256, SHA-384, SHA-512, SHA3-256, SHA3-512, NTLM, LM Hash, bcrypt, Argon2, scrypt, MD5 Crypt, SHA-512 Crypt, RIPEMD-160, BLAKE2b, BLAKE2s, CRC32, Adler32, Tiger-192, Haval-256, MySQL4/5, Whirlpool, Base64

License

MIT — see LICENSE.

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