Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
| Date | Stars |
|---|---|
| 2026-07-31 | 370 |
| 2026-08-01 | 371 |
| 2026-08-06 | 371 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
<a href="https://agentic-trading-lab.vercel.app/">
<img src="./dashboard/frontend/images/agentic_trading_lab_white.png" alt="Agentic Trading Lab" width="400">
</a>
</div>
<p align="center">
<a href="https://agentic-trading-lab.vercel.app/">
<img src="https://img.shields.io/badge/Live%20Demo-Visit%20App-0ea5e9?style=for-the-badge&logo=vercel&logoColor=white" alt="Live Demo">
</a>
<a href="https://discord.gg/9HnQ6XDG98">
<img src="https://img.shields.io/badge/Discord-Join%20Community-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Discord">
</a>
<a href="https://finagent-orchestration.readthedocs.io/en/latest/">
<img src="https://img.shields.io/badge/Docs-Read%20the%20Docs-22c55e?style=for-the-badge&logo=readthedocs&logoColor=white" alt="Docs">
</a>
<a href="#securefinai-contest-2026">
<img src="https://img.shields.io/badge/Contest-2026-f97316?style=for-the-badge&logo=trophy&logoColor=white" alt="Contest 2026">
</a>
</p>
**[Agentic Trading Lab](https://agentic-trading-lab.vercel.app/) is an open-source experimental playground for LLM-powered trading agents.**
Turn trading ideas into traceable experiments: prototype agents, run backtests and paper-trading simulations, inspect reasoning and decision logs, benchmark against market baselines, and study how agents behave under realistic financial constraints.
<div align="center">
<a href="https://agentic-trading-lab.vercel.app/">
<img src="./dashboard/frontend/images/snapshot.png" alt="Website Snapshot" width="720">
</a>
</div>
## Outline
- [Overview](#overview)
- [Key Features](#key-features)
- [File Structure](#file-structure)
- [User Workflow](#user-workflow)
- [Roadmap](#roadmap)
- [Citation](#citation)
- [License](#license)
- [Contributing](#contributing)
## Overview
Agentic Trading Lab is an interactive research and educational platform for exploring trading systems powered by large language models. Developed alongside a systematic survey of agentic trading research, it helps students, researchers, and developers explore how agents reason, trade, and perform in realistic market environments. Move beyond backtest returns by customizing agents, inspecting their decisions, evaluating risk, progressing from historical simulation to live-market paper trading, and comparing performance on standardized leaderboards.
## Key Features
***Talk to agents. Test trading ideas.***
Start with a market question or trading idea, then turn it into an agent you can run, observe, and improve.
- **Create trading agents your way**
Choose a model, data source, and trading prompt, or connect your own agent through our API.
- **Start from a template**
Add a ready-made agent from the Agent Marketplace, then customize its prompts and backtest it.
- **Build an agent-powered portfolio**
Give multiple agents simulated capital and manage them as your own virtual trading team.
- **Test before using real capital**
Move from historical backtests to live-market paper trading in one workflow.
- **Go live when you're ready**
Connect a real Robinhood account and let an agent trade it under per-order risk caps. Off by default, with a review-only mode that shows what an agent *would* do before it can act — see [Live Trading](docs/source/lab/live_trading.rst).
- **See every run, decision, and reason**
Monitor positions, trades, portfolio changes, and the reasoning behind each action.
- **Measure more than returns**
Evaluate performance, risk, drawdown, and trading behavior using standardized metrics.
- **Compare agents in the open**
Benchmark LLM models, baseline strategies, and market indices on an open leaderboard under the same market window.
## File Structure
```
AgenticTrading/
├── dashboard/ # Shipping product
│ ├── backend/ # FastAPI package (dashboard.backend.*)
│ │ ├── api/ # /api routers + Agent API v2 (/api/v2)
│ │ ├── domain/ # BuExcerpt of 8,362 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:9a1c59d0f1470824, llm:Repository name 'AgenticTrading' suggests an agent-based trading system; language Python. No topics or README available. Likely an AI trading agent project (agents, trading)
matched fp:9a1c59d0f1470824, llm:Repository name 'AgenticTrading' suggests an agent-based trading system; language Python. No topics or README available. Likely an AI trading agent project (agents, trading)
matched fp:9a1c59d0f1470824, llm:Repository name 'AgenticTrading' suggests an agent-based trading system; language Python. No topics or README available. Likely an AI trading agent project (agents, trading)