LLM agents & research
Agent frameworks and open-source projects that use large language models for research, stock picking and trading decisions.
43 projects · sorted by GitHub stars · data refreshed daily (last )
The Chinese category lists 141 tools. This page lists the 43 that have an English summary, so the two are not treated as translations of each other. Full Chinese category
Multi-agent LLM framework for financial trading analysis
LLM trading research agent with multi-market backtesting
Multi-agent LLM research assistant for Chinese A-shares
Python reinforcement learning framework for training trading agents
LLM multi-agent investment research framework specialized for A-shares
Open-source LLM harness for agentic trading
Gym-style environment for reinforcement learning trading and backtesting
Chinese open-source quant finance tutorial with AI arXiv radar
Reinforcement learning agent for stock trading research
Multi-agent LLM trading research platform with auditable execution boundary
Trust-first marketplace and runtime for AI trading agents
LLM stock trading agent with layered memory
Record crypto order books and train a DDQN trading agent
Curated list of LLM trading agents and MCP servers
Multi-agent LLM research system for China A-shares
Deep reinforcement learning agent that trades Bitcoin
Multi-agent AI stock analysis with automated trading for Korea and US
Toolkit for AI-automated trading on Kalshi prediction markets
LLM agent hedge fund simulation for crypto trading
LLM-driven stock trading backtest system with web interface
Agent-driven factor research engine for China A-shares
OKX MCP server connecting AI agents to trading
Autonomous crypto trading with multi-LLM analysis and coded risk limits
LLM agents that turn plain language into trading strategies
LLM quant tools and market research for US stocks and crypto
Multi-agent stock analysis system using MCP tools
Code for an LLM-infused risk-sensitive RL trading agent paper
Environment for training high-frequency trading agents with RL
Multi-agent LLM framework for crypto trading decisions
Multi-agent LLM trading framework that trades on Alpaca
Automated AI trading agent on Robinhood with fixed risk rules
Open-source trading workspace that works with AI agents
Multi-agent LLM system for trading research
Using LLMs on annual reports to inform stock strategies
Script for building your own AI-powered stock screener
RL trading agent and environment for simulated or historical data
Iterative trading strategy research framework with walk-forward testing
Agent skills for building and deploying strategies on Hyperliquid
Backtrader fork with AI-assisted strategy tooling
GPT-based news sentiment and reports for financial assets
Plug-and-play OKX trading skills for LLM agents
Offline Pine Script backtest runtime compiled to C++
Reflective LLM agent for zero-shot crypto trading