Your AI agentfor A-shares.

A share Agent is a native macOS app for A-share market analysis. Pull daily quotes for Shanghai- and Shenzhen-listed stocks, run quant models locally, and let the AI agent explain what the numbers mean. No account, no sign-in: download and open.

Download for Mac

See features

Local quant tools: 00
Markets · SH / SZ: 00
Accounts required: 00

Markets · Tools · Models

Shanghai Stock ExchangeShenzhen Stock ExchangeDaily barsRisk modelFactor miningBacktestGBDT forecastAI agent

Quotes, quant, answers —
one continuous loop.

Quotes flow into the conversation, data flows into the models, and conclusions flow back to you — without leaving the app.

AI agent chat

Ask about any A-share ticker in plain language. Answers stream in with Markdown and code rendering.

STREAMING / MARKDOWN

A-share market data

Price, change and recent daily closes for Shanghai and Shenzhen listings, attached to your question in one click.

SH / SZ · DAILY

Local quant tools

Risk metrics, factor mining, backtests and next-day forecasts, computed on your own Mac.

LOCAL / ZERO DEPS

AI-interpreted results

Send any quant report to the agent and get conclusions with explicit risk notes.

ONE CLICK / CONTEXT

Research tools,
without the toolchain.

Pick a stock, pull daily bars, run the local engines, and hand the result to the agent — all inside one window.

LOCAL ENGINE / READY

ILLUSTRATIVE SAMPLE DATA · RESEARCH ONLY · NOT INVESTMENT ADVICE

MARKET SYMBOL HISTORY

1-DAY VaR 95%-3.82%Risk threshold

MAX DRAWDOWN-12.64%180-day window

ANNUAL VOL.48.21%Close-to-close

SHARPE RATIO1.47Risk-free 0%

600519 / CLOSE PRICE

PRICE 20D MA

FEBMARAPRMAYJUNJULAUG

Risk profile: Elevated short-term volatility, but risk-adjusted returns remain positive. Drawdown is within the recent range.

Risk & factor mining

One-day VaR, max drawdown, volatility, Sharpe and nine price factors ranked by predictive power.

Backtest & forecast

Dual-MA crossover against buy & hold; a GBDT scores next-day direction on ordered validation data.

Numbers + narrative

Open a fresh conversation with the full report attached and get conclusions with explicit risk notes.

No account.
Nothing to sign into.

There is no registration, no login and no subscription to manage. Install the app and start researching.

No sign-in

The app never asks you to register or sign in. Nothing to remember, nothing to leak.

Data stays on your Mac

Chat history, quant results and preferences live in the app sandbox on your own machine. Delete the app and they are gone.

Research only

Quotes, model output and quant results are provided for research. Nothing here is investment advice.

Smarter A-share analysis.
Download and open.

Native macOS app. For research only — not investment advice.