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LLM agents & research★ 786 GitHub starsPython⏱ Commits today

Multi-agent AI stock analysis with automated trading for Korea and US

What it is

An AI stock analysis system in Python where thirteen specialised agents work together to produce research and analysis. It can also place automated trades through the KIS API and supports both the Korean and US markets. Developers and individual investors interested in applying LLM agents to investing can use it as a working reference. Live trading runs through a single broker API, so traders outside that setup will only be able to use the analysis side.

At a glance

Worth watchingOur rating, based on popularity, maintenance and how ready it is for real use.

Best forDevelopers
Used forLive trading, AI agents
MarketsUS equities, Other markets
StackPython
Learning curveModerate learning curve
Practical valueHigh practical value
CostFree and open source
HardwareNo GPU needed
MaintenanceCommits today

GitHub stars, last 30 days

Daily snapshots since 2026-09-28 (up to 30 days): +18 over the period, now 786. Gaps mean no snapshot was taken that day.

In the author's words

AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.

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