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LLMQuant/awesome-trading-agents
Curated list of LLM trading agents and MCP servers
What it is
A curated list from LLMQuant collecting projects where large language models drive trading work. Entries cover trading agents, MCP servers and agent skills, grouped across market research, strategy development and execution. Researchers and developers following the overlap between LLM agents and quantitative trading can use it as a map of the field. Being a link collection, it points to other projects rather than providing code, and the quality of listed projects varies.
At a glance
Worth watchingOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Developers |
|---|---|
| Used for | Strategy research, AI agents |
| Markets | Multi-market |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | Medium practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Last commit 3 months ago |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): +84 over the period, now 940. Gaps mean no snapshot was taken that day.
Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.
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