FinLab AI

Installation

curl -sSf https://ai.finlab.finance/install.sh | sh

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:

claude mcp add --transport http finlab https://mcp.finlab.finance/mcp

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