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finlab-ai

MCP serverCommerce & finance

finlab-ai is a quantitative trading toolkit for Taiwan stock market data. Once added, your AI can pull from over 900 data columns, test trading strategies against historical data, and adapt ready-made strategy examples. This helps you research and refine trading ideas without writing the analysis yourself.

Use finlab-ai in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add finlab-ai and connect your AI. About a minute.

ClaudeChatGPTAhel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use finlab-ai to list strategies

Details

Available today. Use it from your connected AI after setup.

Add finlab-ai, then ask your AI to backtest a strategy idea or explore one of the 60+ included examples to see how it would have performed.

finlab-aiStart free

What your AI can do with it

  • Pull from 900+ data columns of market data
  • Backtest trading strategies against historical results
  • Adapt 60+ ready-made strategy examples
  • Compare how different strategies would have performed
  • Turn trading ideas into testable strategies

Install finlab-ai

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user finlab-ai 'https://mcp.finlab.finance/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://mcp.finlab.finance/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=finlab-ai&config=eyJ1cmwiOiJodHRwczovL21jcC5maW5sYWIuZmluYW5jZS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://mcp.finlab.finance/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add finlab-ai --url 'https://mcp.finlab.finance/mcp'

    Run it once, then sign in with codex mcp login finlab-ai if the server asks for an account.

From the project's README

As published by koreal6803/finlab-ai in README.md. This repository publishes several servers, so only the opening is shown here.

Let AI discover your next alpha.

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

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

Shortened here. Read the whole README on GitHub.

Tools it offers (6)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • list_strategies
  • get_strategy
  • get_stock_evidence
  • get_data_catalog
  • get_finlab_docs
  • how_to_start

Signals

GitHub stars
416
Forks
67
Last commit
Oct 2026
Advanced
Delivery
finlab-ai MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-koreal6803-finlab-ai
Source
github.com/koreal6803/finlab-ai
Hosted endpoint
https://mcp.finlab.finance/mcp

github.com/koreal6803/finlab-ai

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