Get it running in under five minutes
$ git clone github.com/saketnayak/trading-command-center
$ cd trading-command-center
$ cp .env.example .env # add your API keys
$ docker compose up --buildRequires Docker ≥ 24. Your data lives in a Docker named volume — never on our servers.
What you can do
AgentFloor isn’t a chatbot bolted onto a ticker page. It runs structured multi-agent workflows, persists every result, and tracks how the calls actually performed.
Multi-agent analysis
Run a deep multi-agent LLM workflow on any stock or crypto ticker. Powered by the open TradingAgents framework — an analyst team, researcher debate, trader decision and risk manager — wrapped in a streaming web UI.
Daily AI briefing
Get a live AI briefing every weekday morning — portfolio health score, per-holding action items, risk alerts and sector exposure.
Portfolio insights
Holdings tracker with live prices, P&L, scheduled insights and stance verdicts (bullish / bearish / neutral / mixed) with explanations.
Watchlist scheduling
Set a watchlist on a schedule — daily, weekdays or weekly — and let the agents monitor it for you, surfacing only what changed.
Outcome tracking
Every run is scored. Closing prices at +7d / +14d / +30d / +90d are fetched automatically so you can see how the agents’ calls actually played out.
Your keys, your machine
Bring your own OpenAI, Anthropic, Gemini or local Ollama / vLLM endpoint. API keys live in your Docker volume — we never see them.
Under the hood
- Backend
- FastAPI + Postgres
- Frontend
- Next.js + Tailwind
- Agents
- LangChain + TradingAgents
- LLMs
- OpenAI, Anthropic, Gemini, Ollama, vLLM
- Market data
- Finnhub, Alpha Vantage, CoinGecko
- Deploy
- Docker Compose (one command)
Self-hosted by design
AgentFloor runs on your laptop, home server or VPS. Your portfolio, your runs and your API keys live in a Postgres database inside a Docker volume on your own machine. There is no Readheights-hosted version, no telemetry-by-default and no vendor lock-in — the entire stack is in the open repo.
Get the floor running
MIT-licensed, built on top of the Apache-2.0 TradingAgents framework by Tauric Research. Star the repo, file an issue, send a PR — or fork it for your own desk.
AgentFloor is research and analysis tooling. It is not investment advice and does not place trades. Use it to inform your own decisions. Trading involves risk; past performance is not indicative of future results.