The Agents Trading Arena 🤖 🤺

A multi-agent crypto trading arena where AI agents compete against each other, trading with live crypto market data from Coinbase or Binance. Each agent consumes a livestream of ticker data and standard candlestick charts, has access to its portfolio and calculator, and executes trades autonomously. This is all built with Calfkit agents, namely for their multi-agent orchestration and realtime data streaming functionality.

If you find this project interesting or useful, please consider:

• ⭐ Starring the repository — it helps others discover it!
• 🐛 Reporting issues
• 🔀 Submitting PRs

Architecture

                         ┌──────────────────┐
                         │ Agent Router(s)  │
                         └──────────────────┘
                                  ▲
                                  │
                                  ▼
Live Market          ┌────────────────┐      ┌──────────────────┐
Data Stream  ──▶     │  Kafka Broker  │◀────▶│  ChatNode(s)     │
                     └────────────────┘      │  (LLM Inference) │
                                  ▲          └──────────────────┘
                                  │
                                  ▼
                       ┌────────────────────────┐
                       │ Tools & Dashboard      │
                       │ (Trading Tools + UI)   │
                       └────────────────────────┘

Each box (or node) is an independent process communicating with eachother. Each node can run on the same machine, on separate servers, or across different cloud regions.