MemLabs is an educational repository containing CTF-styled challenges focused on memory forensics training. The platform provides structured learning experiences through different difficulty levels, ranging from beginner-friendly challenges to advanced scenarios. Each challenge is designed to teach users how to approach memory forensics investigations using tools like Volatility. The repository serves as a practice environment for students, security researchers, and CTF participants who want to develop their memory analysis skills. Challenges are organized progressively, allowing users to build their expertise systematically from basic concepts to complex memory forensics techniques. The platform focuses specifically on memory dump analysis, helping users understand how to extract and analyze artifacts from system memory captures. Users learn to identify malicious processes, recover deleted files, analyze network connections, and uncover evidence from memory images through hands-on practice scenarios.