The research engine is on GitHub

The research engine behind TradingAgents Report is public.

Repository: github.com/tradingagents-report/tradingagents-report. License: Apache 2.0. It is a derivative of Tauric Research / TradingAgents (arXiv:2412.20138).

This is the self-hosted graph: evidence modules, bull/bear debate, risk review, and a five-tier Portfolio Manager rating. It is not the hosted desk. It does not place live orders.

What you clone

git clone https://github.com/tradingagents-report/tradingagents-report.git
cd tradingagents-report
python3.12 -m venv .venv
source .venv/bin/activate
pip install .

You need an LLM key. A TradingView Data API key covers multi-market quotes, bars, indicators, news, and fundamentals. Without it, the engine falls back to Yahoo Finance and other enabled vendors. Redis and PostgreSQL are not required for a single-process run.

Then:

tradingagents-report

Or call TradingAgentsGraph from Python. Completed CLI runs write Markdown and a decision JSON under ~/.tradingagents/runs/.

What this engine adds on top of the paper repo

• TradingView-first market data, with Yahoo Finance as fallback
• Structured decision cards: analyst signals, decision_brief, in-window chart snapshots
• Deterministic ticker parsing for NASDAQ:AAPL, 600519.SS, HKEX:700
• In-process TTL cache; optional Redis if several processes share a ticker

The academic roles stay. The clone does not include accounts, usage-point billing, MCP, Simulated Trading, or the public report library.

Three objects, one name

Object	What it is
TradingAgents paper	arXiv:2412.20138 and the Tauric Research repository. Original design and the authors’ 2024 simulation. Not product performance.
Public engine	The GitHub repository above. Your keys, your machine.
Hosted desk	tradingagentsreport.com and agent.tradingagentsreport.com. Sign-in, credits, private jobs, MCP, Simulated Trading, curated public reports.

Keep them separate when you cite, clone, or run a job here.

If you do not want to run models yourself

Use the hosted desk. New accounts receive analysis credits. The open-source page states the same boundary in more detail.

Research only. Not investment advice. Not a broker.