llm trading agent github

June 3, 2026 - TradingAgents: Multi-Agents LLM Financial Trading Framework - TauricResearch/TradingAgents

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Tradingagents-ai

tradingagents-ai.github.io

TradingAgents: Multi-Agents LLM Financial Trading Framework

We presented TradingAgents, a multi-agent LLM-driven stock trading framework that emulates a realistic trading firm with specialized agents collaborating through debates and structured communication.

GitHub

github.com › pipiku915 › FinMem-LLM-StockTrading

GitHub - pipiku915/FinMem-LLM-StockTrading: FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design · GitHub

FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design - pipiku915/FinMem-LLM-StockTrading

Starred by 877 users

Forked by 190 users

Languages Python 98.1% | Shell 1.5% | Dockerfile 0.4%

GitHub

github.com › EthanAlgoX › LLM-TradeBot

GitHub - EthanAlgoX/LLM-TradeBot: A multi-agent AI trading system using LLMs to optimize strategies and adapt to market conditions in real-time. · GitHub

February 7, 2026 - A multi-agent AI trading system using LLMs to optimize strategies and adapt to market conditions in real-time. - EthanAlgoX/LLM-TradeBot

Starred by 298 users

Forked by 74 users

GitHub

github.com › TradingGoose › TradingGoose.github.io

GitHub - TradingGoose/TradingGoose.github.io: A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfolio management · GitHub

A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfolio management - TradingGoose/TradingGoose.github.io

Starred by 70 users

Forked by 26 users

Languages TypeScript 90.8% | PLpgSQL 6.5% | HTML 1.9%

GitHub

github.com › MingyuJ666 › Stockagent

GitHub - MingyuJ666/Stockagent: [TIST] Large Language Model-based Stock Trading in Simulated Real-world Environments · GitHub

[TIST] Large Language Model-based Stock Trading in Simulated Real-world Environments - MingyuJ666/Stockagent

Starred by 680 users

Forked by 158 users

Languages Python

GitHub

github.com › jason8745 › llm-agent-trader

GitHub - jason8745/llm-agent-trader · GitHub

Contribute to jason8745/llm-agent-trader development by creating an account on GitHub.

Starred by 363 users

Forked by 84 users

Languages Python 76.0% | TypeScript 22.7%

GitHub

github.com › Open-Finance-Lab › AgenticTrading

GitHub - Open-Finance-Lab/AgenticTrading · GitHub

3 weeks ago - Agentic Trading Lab is an open-source experimental playground for LLM-powered trading agents.

Starred by 336 users

Forked by 87 users

GitHub

github.com › MrSakine › TradingAgents

GitHub - MrSakine/TradingAgents: TradingAgents: Multi-Agents LLM Financial Trading Framework · GitHub

TradingAgents: Multi-Agents LLM Financial Trading Framework - MrSakine/TradingAgents

Author MrSakine

GitHub

github.com › johnsxiongs › tradingagents

GitHub - johnsxiongs/tradingagents: TradingAgents: Multi-Agents LLM Financial Trading Framework · GitHub

TradingAgents: Multi-Agents LLM Financial Trading Framework - johnsxiongs/tradingagents

Forked by 3 users

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GitHub

github.com › LLMQuant

LLMQuant · GitHub

3 weeks ago - Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.

GitHub

github.com › LLMQuant › awesome-trading-agents

GitHub - LLMQuant/awesome-trading-agents: Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution. · GitHub

Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution. - LLMQuant/awesome-trading-agents

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GitHub

github.com › huygiatrng › AlpacaTradingAgent

GitHub - huygiatrng/AlpacaTradingAgent: AlpacaTradingAgent: Multi-Agents LLM Financial Trading Framework and perform trades on alpaca · GitHub

Determines timing, magnitude, and direction (long/short) of trades with direct execution through Alpaca API. Continuously evaluates portfolio risk across stocks and crypto assets.

Starred by 239 users

Forked by 82 users

Languages Python 95.5% | CSS 4.3% | Dockerfile 0.2%

GitHub

github.com › alejandroll10 › llm_trading_sim

GitHub - alejandroll10/llm_trading_sim: This repository contains the source code for a trading simulation environment powered by Large Language Models (LLMs). · GitHub

This repository contains the source code for a trading simulation environment powered by Large Language Models (LLMs). This project simulates a financial market where agents, powered by LLMs, make trading decisions.

Starred by 13 users

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Languages Python

GitHub

github.com › qrak › LLM_trader

GitHub - qrak/LLM_trader: LLM-powered Crypto Trading Framework with Vision AI chart analysis, real-time Neural Engine, and a live monitoring dashboard at semanticsignal.qrak.org. Features memory-augmented reasoning and professional risk metrics. · GitHub

An autonomous AI trading agent that reads charts, remembers outcomes, and sharpens its strategy in real time. 📊 Live Dashboard — Watch the neural trading brain in action 📖 Read the Full Story (Medium) 💬 Join the Discord · ⚠️ ...

Starred by 108 users

Forked by 35 users

Languages Python 90.2% | JavaScript 4.7% | CSS 2.3% | HTML 2.2%

GitHub

github.com › Mgiri1234 › TradingAgents_llm

GitHub - Mgiri1234/TradingAgents_llm: TradingAgents: Multi-Agents LLM Financial Trading Framework · GitHub

TradingAgents is a multi-agent trading framework that mirrors the dynamics of real-world trading firms. By deploying specialized LLM-powered agents: from fundamental analysts, sentiment experts, and technical analysts, to trader, risk management ...