Best for
Researchers who want to inspect how analyst, trader, and risk roles collaborate in an LLM workflow.
TradingAgents
TradingAgents turns market research into a team exercise. Role-based LLM agents examine the same question from different angles, then combine their work into a trading-decision research conclusion. Local models can also be used through Ollama.
★GitHub Stars95,124
</>Primary languagePython
§LicenseApache-2.0
GHOfficial repositoryOpen GitHub ↗Is it a fit?
The quick decision view, grounded in the ranking data and verification record.
Not ideal for
Anyone who needs officially confirmed paper or live trading from the same project.
Tested status
Locally attempted; the tested task remains partial
Setup difficulty
High
Last verified
2026-07-31
Closest alternative
What it can do
Research and testing
- Strategy backtesting
- Yes
- LLM or agent based
- Yes
Trading
- Paper trading
- Not confirmed
- Automated trading
- Not confirmed
Getting started
- API key required to start
- No
- Registration required to start
- No
- Self-hostable
- Yes
Capabilities shown as Yes or No come from the official project source. Unconfirmed fields remain “Not confirmed”.
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