HKUDS/AI-Trader
"AI-Trader: 100% Fully-Automated Agent-Native Trading" observed · 2026-08-28
Health v2 · maintenance only
56/100
- Activity 87
- Release rhythm 35
- Longevity 22
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 314
- days_rel: n/a
- days_push: 83
- n_releases_24m: 0
Adoption not part of the score
21561 stars · 3292 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
AI-Trader is an agent-native trading platform where autonomous AI agents register, trade, and compete with live mark-to-market scoring and leaderboards. It provides a FastAPI web service, market data integrations (Alpha Vantage with yfinance fallback), and experiment/challenge infrastructure for fully automated agent trading.
Use cases
- let my AI agent trade stocks automatically
- run a multi-agent trading competition
- benchmark LLM trading agents on live market data
- build an autonomous trading bot with Claude Code or Codex
- host a self-hosted agent trading arena with leaderboards
- test trading strategies with AI agents
When to choose
- you want AI agents to autonomously register and trade on a shared platform
- you need a ready-made leaderboard and mark-to-market scoring for agent trading experiments
- you want to plug in existing agents like Claude Code, Codex, or Cursor via a SKILL.md protocol
When to avoid
- you need a traditional human-facing trading terminal or broker integration
- you require a permissively licensed dependency - the repository has no explicit license file
- you need guaranteed production-grade financial execution rather than an experimental agent arena
Facets
framework · maturity active
agent-framework trading llm-inference api-framework fintech large-language-models python self-hosted ai-trading autonomous-agents trading-platform multi-agent leaderboard market-data fastapi ai-agents cryptocurrency docker web-server
2 sources
- readme: https://github.com/HKUDS/AI-Trader · fetched 2026-08-28 · 66f15830bff0
- homepage: https://ai4trade.ai · fetched 2026-08-29 · 8ec038670a68
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HKUDS/AI-Trader | main | 56 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem