About McLab

What is McLab?

McLab is a personal AI research and development lab owned and operated by Minyang Chen. It exists as a space for continuous exploration — building experimental AI systems, testing new ideas, and turning emerging breakthroughs into working, real-world solutions.

Every project at McLab starts with a question: "What if we built this with AI?" The answers become the platform.

Philosophy

McLab operates on the belief that the best way to understand AI is to build with it — not just read about it. Research here is hands-on, iterative, and always pointed toward practical utility.

The lab embraces experimental builds — prototypes that may evolve, pivot, or be replaced as better approaches emerge. Stability is earned through iteration, not assumed from the start.

Current Focus

McLab's current research centers on multi-agent AI systems applied to financial intelligence — combining real-time market data, technical analysis, autonomous agents, and natural language interfaces into a unified platform.

Active research areas include:

• Autonomous AI Agents — specialized agents that reason, plan, and act independently across financial domains
• Workflow Automation — intelligent pipelines that orchestrate multi-step tasks, data sync, and scheduled analysis without human intervention
• Multi-Agent Collaboration — agent handoffs, triage routing, and shared mental models for coordinated decision-making
• Financial Intelligence — TradeVoice Lab, portfolio analysis, technical indicators, and famous investor perspective agents
• Platform Infrastructure — centralized auth, distributed microservices, and edge delivery for multi-application AI platforms

Access

McLab applications are available by invitation. If you're interested in exploring the platform, you can request access or sign in if you already have an account.