Robinhood agentic trading, with a hedge fund playbook.

Robinhood lets your AI place trades. Portfolio Lab gives it strategies worth running, built the way quant funds build theirs. Test any of them free first.

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Illustrative example. Not investment advice or a recommendation to buy or sell any security.

Used by investors from

the gap

Connecting an agent
is not a strategy.

OK, it's connected. Now what?
What do I tell it to trade?
When should it get out?
StrategyPortfolio Lab
▾
AgentsClaude, ChatGPT
▾
ExecutionYour brokerage

Robinhood built the rails. Your agent can place the trades. What's missing is the rules: what to hold, how much, and when to sit in cash.
‍Portfolio Lab fills that gap.

Language models are built for words, not numbers. Ask one to trade and it will improvise. Give it rules and it will follow them.
1
Pick a strategy and test it free
Virtual money, real markets, as long as you like
2
Connect Portfolio Lab to your AI app
CLAUDECHATGPTGEMINIPERPLEXITYGROK
3
Your agent trades it in Robinhood
Approve every order, or let it run
LIVE

How it works

Get started in minutes.

Add Portfolio Lab as a second connector, right next to Robinhood. We only share your strategy's plan. We never see your Robinhood account.

Setup guides: Claude · ChatGPT · Other AI apps

faq

Common
questions.

What is Robinhood agentic trading?

Robinhood agentic trading lets an AI app like Claude or ChatGPT place trades for you in a separate Robinhood account. Robinhood launched it in beta in May 2026. Your AI can only trade the money you put in that account.

How do I set up Robinhood agentic trading?

You need a regular Robinhood account in good standing and a computer, since Robinhood only lets you set it up on desktop. Add Robinhood's link to your AI app, sign in to Robinhood when asked, open your agentic account, and add a small amount of money. Always copy the link from Robinhood's agentic trading page, never from a video or a comment.

What is the Robinhood MCP?

It is the connection that lets your AI app talk to your Robinhood agentic account. You add Robinhood's link to Claude or ChatGPT as a connector, then sign in through Robinhood. Your AI never sees your password.

Is Robinhood agentic trading worth it?

The connection itself is simple. What decides the outcome is what you tell your agent to trade. Without clear rules, an AI agent improvises. With a tested strategy, it follows the same plan every day.

Is Robinhood agentic trading safe?

Your agent can only trade the money in your separate agentic account, so your main account stays out of reach. Robinhood does not supervise what your agent decides, which is why giving it clear rules matters.

What should I tell my Robinhood agent to trade?

Give it a strategy, not a wish. A real strategy says what to hold, how much, and when to sell or sit in cash. Portfolio Lab gives your agent strategies like that, and your agent follows the plan each day.

Can AI pick stocks for me?

A chatbot can suggest stocks, but ask twice and you can get two different answers. A strategy with fixed rules gives the same answer to the same market every time. Portfolio Lab gives your AI that kind of strategy to follow.

Does Portfolio Lab place trades or see my Robinhood account?

No. We share your strategy's daily plan through a read-only connection. Your AI places the trades through Robinhood, on your instructions. We never see your login, your balances, or your money.

Do I have to let my agent trade on its own?

No. Approval mode shows you every order first, and your agent only places the ones you approve.

What does it cost?

Testing strategies with virtual money is free. Having your agent follow a strategy with real money is part of our Analyst plan. Your AI app may also need a paid plan to connect both Robinhood and Portfolio Lab. Check Robinhood's site for its current terms.

How do I stop?

Stop running the prompt, or remove the Portfolio Lab connector from your AI app. You can also turn off your agent's access in the Robinhood app at any time.

Is this investment advice?

No. Portfolio Lab is a research and simulation tool serving data about your own strategies. Every trade your agent places is your decision and your responsibility. Full disclosures.

Claude, ChatGPT, and Robinhood are trademarks of their respective owners. Portfolio Lab is not affiliated with or endorsed by Anthropic, OpenAI, or Robinhood. Portfolio Lab is not a hedge fund. References to hedge fund and quant fund strategies describe general techniques and do not imply similar results. Robinhood agentic trading details are from Robinhood's public materials as of September 2026 and may change.

Give your agent a strategy worth running.

Test any strategy free first, with virtual money, for as long as you like.

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