Live multi-agent pipeline · Alpaca-connected

A team of AI analysts that research, rate & trade the market for you

TradingAgents runs a full research desk in software — Analyst, Researcher, Trader, Risk Manager and Portfolio Manager — then connects straight to your Alpaca account to scan sectors, rate tickers and place orders. Paper or live.

Start on a paper account — no real money needed to explore every feature.
TradingAgents Analysis Broker Connections Auto-Trade Order History Auto Scanner Performance
Ticker
AAPL
Apple Inc.
Price
$224.17
▲ 1.84%
Rating
BUY
Portfolio Manager
Risk Score
3 / 10
Low
🔬Research Analyst
Services revenue at record high; margins expanding QoQ.
Buyback program supports EPS through the cycle.
Hardware demand softening in Greater China.
🛡️Risk Manager
3
Volatility contained · position sized to 5% of equity · stop set 6% below entry.
Entry $224 · Stop $210 · Target $252
Earnings in 9 days — size conservatively.
5
Specialist agents per analysis
0
Sector baskets to scan
24/7
Scheduled auto-trading
FIFO
Broker-accurate P&L
Inside the platform

Everything you need, from research to filled order

Six tightly integrated tools that take a ticker from first analysis all the way to a tracked, auto-managed position.

🧠

Multi-agent analysis pipeline

Type a ticker and a date. Five specialist agents debate it in sequence — each one building on the last — and hand you a single, defensible rating with the reasoning laid bare.

  • ✓ Analyst, Researcher, Trader, Risk Manager & Portfolio Manager
  • ✓ Bull / bear points, catalysts and a 0–10 risk score
  • ✓ Concrete entry, stop-loss and take-profit levels
  • ✓ News and insider-activity context folded into the call
tradingagents · Analysis
Final Rating
OVERWEIGHT
Conviction
High
Risk
4/10
💹Trader
Action: BUY · Entry $224 · Stop $210 · Target $252
Trend and momentum aligned on the daily timeframe.
Trim into strength above $250.
🔎

Auto Scanner across sector baskets

Run the same rating engine over an entire sector at once. The scanner hides everything scored Hold and surfaces only the real signals — Buy, Overweight, Underweight or Sell — with trade levels attached.

  • ✓ 17 curated sector baskets, scanned on demand
  • ✓ Live market data, same rules as the Analysis tab
  • ✓ Entry, stop and target computed per hit
  • ✓ Gate notes explain exactly why each ticker passed
tradingagents · Auto Scanner
Semiconductors · 5 of 18 tickers passed
NVDA
$178.40BUY
AVGO
$242.10OVERWEIGHT
INTC
$31.86UNDERWEIGHT
WOLF
$9.12SELL
⚙️

Auto-Trade on a schedule

Subscribe a ticker and the agent re-runs the full analysis on your interval — every 15, 30 or 60 minutes during US market hours — and places orders automatically. No confirmation click required.

  • ✓ Weekday, market-hours-aware scheduling
  • ✓ Position sizing capped to a % of equity you set
  • ✓ Explicit live-money confirmation before any live run
  • ✓ Pause or resume any subscription instantly
tradingagents · Auto-Trade
MSFT PAPER ACTIVE
Every 60 min · max 5% equity · last run 11:00 AM
next 12:00 PM
SPY LIVE ACTIVE
Every 30 min · max 3% equity · last run 11:30 AM
next 12:00 PM
📈

Broker-accurate performance

Your equity curve, return ratios and FIFO-matched round-trip trades — computed straight from Alpaca's own fill and portfolio-history records, not a local guess. Export the whole thing to CSV.

  • ✓ Interactive equity curve over 1M to all-time
  • ✓ FIFO round-trip P&L, win rate and return stats
  • ✓ Full fill history, straight from the broker
  • ✓ One-click CSV export of stats and trades
tradingagents · Performance
Total Return
+18.6%
Win Rate
61%
Trades
43
And the plumbing that holds it together

Built like a real trading desk

🔌

Broker Connections

Securely link one or more Alpaca accounts — paper or live. Keys are encrypted, and live trading stays locked behind an explicit verification and confirmation step.

📜

Order History

Every order the agent has placed or attempted on your behalf — manual and automatic — with status, fills and timestamps in one filterable log.

🔐

Secure accounts

Email sign-in backed by Supabase auth. Your connections and history are scoped to you, and nothing trades without a verified broker link.

🧪

Paper-first

Explore the entire product risk-free on a paper account. Flip to live only when you're ready, with real-money runs gated behind a deliberate opt-in.

🎯

Risk-managed sizing

Every automated order respects a position cap you define as a percentage of account equity, with stop-loss and take-profit levels on each trade.

⏱️

Market-aware scheduling

Scheduled runs fire only on weekdays during US market hours, so the agent acts when the market is actually open.

How it works

From sign-up to filled order in three steps

1

Connect your broker

Create your account and link an Alpaca paper or live connection. Verify it in one click — your keys are encrypted at rest.

2

Analyze or scan

Run the five-agent pipeline on any ticker, or scan a whole sector basket for live Buy and Sell signals with trade levels.

3

Trade & track

Place the order yourself or let an Auto-Trade subscription do it on schedule, then watch your FIFO P&L and equity curve update.

FAQ

Questions, answered

Do I need to risk real money to try it?

No. Connect an Alpaca paper account and you can analyze, scan, auto-trade and track performance with zero real-money risk. Live trading is entirely opt-in.

Which broker do you support?

Alpaca, in both paper and live modes. You can connect multiple accounts and choose which one each analysis, subscription or performance view uses.

How does auto-trading stay safe?

Live subscriptions require an explicit "I understand this is real money" confirmation, every order is capped to a percentage of equity you set, and runs only fire during US market hours on weekdays.

Is this financial advice?

No. TradingAgents is research and execution tooling. Its ratings are software-generated signals, not recommendations — see the disclaimer below.

Put a research desk behind every trade

Create your account, connect a paper broker, and run your first five-agent analysis in minutes.

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