Finlab AI README
The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Finlab AI listing page.
FinLab AI
Let AI discover your next alpha.
FinLab AI is an official product of FinLab. FinLab official website: https://finlab.finance
Installation
Auto-detects your CLI (Claude Code / Codex / Gemini), installs uv if needed, and sets up the skill.
MCP Server
A hosted, read-only MCP server (streamable HTTP) is available — no install required:
Tools: list_strategies, get_strategy (with Python code), get_stock_evidence, get_data_catalog, get_finlab_docs (this skill's docs, always in sync with main), how_to_start. Listed on the MCP Registry as io.github.koreal6803/finlab-ai (see server.json). The old finlab-ai.koreal6803.workers.dev endpoint is retired.
Documentation
| Document | Content |
|---|---|
| Data Reference | 900+ columns across 80+ tables |
| Backtesting Reference | sim() API, resampling, metrics |
| Factor Examples | 60+ complete strategy examples |
| Best Practices | Patterns, anti-patterns, tips |
| ML Reference | Feature engineering, labels |
Learn more
- Quant trading guide (量化交易): what quantitative trading is, a Taiwan-stock strategy backtester, and a platform comparison.
- Program trading guide (程式交易): how program trading works, three backtest-verified Taiwan-stock strategies, and an auto-trading walkthrough.
- Stock selection guide (股票選股): factor-based stock picking with real backtests, from single factors to multi-factor composites.
- Strategy research blog: backtest-verified Taiwan-stock strategy reports (CAGR, Sharpe, max drawdown).
- Website: finlab.finance