👋 McLab — AI Research Lab
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Hands-on prototyping of intelligent agents, autonomous workflows, and real-world data pipelines on live data to solve real problems.
🧪 LIVE LABS — AVAILABLE NOW
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TradeVoice Lab
20+ AI agents · Text & voice · Real-time market data
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Trade Strategy Analyzer
29 strategies · Market scanner · 10K+ symbols
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Trading LLM Wiki
AI knowledge base · 9K+ stock profiles · Market impact analysis
In the Lab
Domain Intelligence Wiki
Intelligent knowledge management for any domain. Combines semantic vector search and keyword retrieval across thousands of domain documents. Ask natural language questions and get cited, traceable answers — powered by a private LLM so your queries stay on your hardware.
Team Task Scheduler
Describe tasks in plain English. The system schedules, executes, and delivers results — via web UI or as a Slack team member. 4 execution modes including code generation.
Multi-Agent Systems
Skills-driven agent architecture where AI selects from pre-validated patterns instead of generating code from scratch — significantly fewer hallucinations in internal testing, fully auditable.
Research Platform
Team-first AI coding assistant with 7 specialized subagents, persistent project context, and MCP tool integration. Runs on private LLM.
Privacy First by Design
Register your own Ollama, llama.cpp, LM Studio, or vLLM server. All AI calls can be routed to your own hardware. See Private AI — so your prompts never leave your machine.
Market Data Engine
A purpose-built data pipeline tracking 10,000+ symbols across US and Canadian markets — over 50 million price records, synced daily, powering every AI agent in the lab.
McLab — built to learn. Request access or sign in to explore.