explaingit

merjua14/ai-momentum-trader

Analysis updated 2026-05-18

5PythonAudience · generalComplexity · 4/5Setup · hard

TLDR

An unattended Python bot that places one AI-picked stock or options trade a day on Robinhood, with deterministic Python code managing risk.

Mindmap

mindmap
  root((ai momentum trader))
    What it does
      Daily AI trade pick
      Automated Robinhood execution
      Risk managed by Python
      Optional Telegram alerts
    Tech stack
      Python
      Claude Code CLI
      Robinhood MCP
    Use cases
      Automated momentum trading
      Stocks and options bots
      Multi AI provider picks
    Risks
      Real money no approval
      Options can go to zero
      Overnight gap risk

Code map

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What do people build with it?

USE CASE 1

Run a hands-off daily momentum trading bot on a real Robinhood account.

USE CASE 2

Let an AI model pick one stock or options trade per day while Python code enforces stop losses and position sizing.

USE CASE 3

Get a Telegram notification whenever the bot buys or sells a position.

What is it built with?

PythonClaude Code CLIRobinhood MCP

How does it compare?

merjua14/ai-momentum-trader1ncendium/aibusteraaronmayeux/ha-hurricane-tracker
Stars555
LanguagePythonPythonPython
Setup difficultyhardmoderateeasy
Complexity4/53/52/5
Audiencegeneralops devopsgeneral

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · hard Time to first run · 1h+

Requires a funded Robinhood account with agentic trading enabled, Claude Code CLI login, and a computer running continuously during market hours.

No license information is provided in the README.

In plain English

AI Momentum Trader is a Python bot that places one AI-picked stock or options trade a day on Robinhood, running unattended with real money. You choose a risk profile, whether it trades stocks, options, or both, and which AI (Claude, OpenAI, Grok, or Gemini) picks the trade, each with a single word setting. The AI only decides what to buy. Everything that touches your money, including position sizing, stop losses, a daily loss breaker, and an options expiry guard, is handled by plain, readable Python code rather than the AI itself. The README is upfront that this is an experiment, not a reliable way to make money. It trades with no approval prompts so it can run on its own, options positions can lose their entire value, the riskiest "degen" profile bets your whole account balance on one trade, and positions are held overnight where news or price gaps can trigger losses beyond any stop loss. The code is unaudited and the AI's picks can simply be wrong. The author states clearly this is not financial advice and comes with no warranty. Under the hood, your own computer checks the market every minute during trading hours. It reads your Robinhood account, price quotes, and options data through a Robinhood-provided connection, asks your chosen AI for one trade idea with a direction and confidence level, applies its own risk rules, places the order, and can optionally text you on Telegram when it buys or sells. Nothing runs in the cloud. Setting it up requires Python 3.9 or newer, the Claude Code command line tool logged into your Anthropic account, and a Robinhood account with agentic trading enabled, plus options approval if you want to trade options. Configuration is done either by editing a Python file directly or through a web-based Config Builder that generates the settings block for you to paste in.

Copy-paste prompts

Prompt 1
Walk me through installing the Claude Code CLI and connecting the Robinhood MCP for this trading bot.
Prompt 2
Explain the difference between the conservative, normal, and degen risk profiles in this repo.
Prompt 3
How do I switch this bot's AI brain from Claude to OpenAI or Gemini?
Prompt 4
What does the daily loss breaker and options expiry guard actually do in this codebase?

Frequently asked questions

What is ai-momentum-trader?

An unattended Python bot that places one AI-picked stock or options trade a day on Robinhood, with deterministic Python code managing risk.

What language is ai-momentum-trader written in?

Mainly Python. The stack also includes Python, Claude Code CLI, Robinhood MCP.

What license does ai-momentum-trader use?

No license information is provided in the README.

How hard is ai-momentum-trader to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is ai-momentum-trader for?

Mainly general.

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