FinLab AI

Let AI discover your next alpha.

FinLab AI is an official product of FinLab. FinLab official website: https://finlab.finance

Backtest Taiwan and U.S. stocks from Claude Code, Codex or Gemini CLI: your AI gets real market data and the FinLab backtest engine, with no scraping or backtest code of your own.

用 Claude Code、Codex 回測台股：AI 直接讀還原股價、月營收、財報、三大法人資料，用 FinLab 回測引擎驗證策略。

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

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