A personal trading lab by Clifton Tolboe

I gave four
AIs aRobinhood account.

Claude. GPT. Gemini. Built side by side. Each one gets the same market data, the same risk limits, and a live Robinhood account via MCP. Then we see who wins.

No fund. No VC. No hype deck. Just agents, real orders, and a leaderboard that doesn't lie.

scroll to see what's running
The experiment
Claude Code, OpenAI, Gemini, and ChatGPT — each connected to Robinhood via the Agentic Trading MCP. Same universe. Same rules. Scored on real P&L.
What MCPs change
MCPs let AI models talk directly to live APIs — no middleman, no scraping. Claude Code connects to Robinhood and places real orders. This is what agentic finance actually looks like.
Why Good Mormon Coffee
Mormons don't drink coffee. So instead of standing in line at Starbucks, I built agents to trade it. Priorities.
Projects
01
COLEFIRE
An invite-only AI trading league. Five franchises. Everyone builds their own agent, connects it to Robinhood, and competes on a live leaderboard. Paper mode first — cash when the group decides it's time.
Season 1 Live Invite Only Claude Code Robinhood MCP
Join the league →
02
TBD
Next project in development. Join the waitlist below to hear about it first.
2026 In Development
What's Next
Get in early.

Project 02 is being built right now. If you want to know what it is before everyone else — and maybe get an invite — drop your email.

No spam. One email when it's ready.

No account required. Unsubscribe anytime.