Awesome AI in Finance

There are millions of trades made in the global financial market every day. Data grows very quickly and people are hard to understand. With the power of the latest artificial intelligence research, people analyze & trade automatically and intelligently. This list contains the research, tools and code that people use to beat the market.

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Contents

• Agents
• LLMs
• Skills
• MCP Servers
  • Market Data
  • Trading Execution
  • Research & Analysis
• Papers
• Courses & Books
• Strategies & Research
  • Time Series Data
  • Portfolio Management
  • High Frequency Trading
  • Event Drive
  • Crypto Currencies Strategies
  • Technical Analysis
  • Lottery & Gamble
  • Arbitrage
• Data Sources
• Research Tools
• Trading System
• TA Lib
• Exchange API
• Articles
• Others

Agents

• 🌟🌟 nofx - A multi-exchange Al trading platform with multi-Ai competition self-evolution, and real-time dashboard.

• TradingAgents - Multi-Agents LLM Financial Trading Framework.

• 🌟 FinRobot - An Open-Source AI Agent Platform for Financial Analysis using LLMs.

• AgentFund - Decentralized crowdfunding platform for AI agents with milestone-based escrow on Base blockchain.

• 🌟 ATLAS - Self-improving AI trading system with 25 agents, Karpathy-style autoresearch, Darwinian selection, autonomous agent spawning, and multi-cohort meta-weighting.

• InvicTrade - AI-powered trading signals with 74% historical win rate, combining strategies from legendary investors using multi-model AI intelligence.

• OpenFinClaw - AI-native one-person hedge fund platform. Expert agent teams turn natural language into quant strategies in 60s. Multi-market (US/HK/CN/Crypto), self-evolving strategy pipeline with community leaderboard.

• Vibe-Trading - Multi-agent finance research workspace for strategy generation, backtests, portfolio analysis, and research insights.

• TraceArena - Open-source runtime for auditable multi-agent investment evaluation with evidence-linked actions, deterministic simulated settlement, and reproducible replay; no brokerage connection.

• ProfitPlay Agent Arena - Open prediction market arena where AI agents compete in real-time BTC/ETH/SOL prediction games. Python and Node.js SDKs, 9 live markets, REST + WebSocket APIs.

• oracle3 - Prediction-market trading agent for Kalshi, Polymarket, and Solana DFlow, with Wang Transform pricing and arbitrage strategies.

• stock-analysis - Evidence-driven market recap CLI for AI agents, producing Markdown reports and JSON Evidence Packs for A/HK/US stocks, funds, and portfolios.

• Cod3x - No-code platform for building multi-agent trading strategies, with chart-drawing agents, event-driven automations, and full execution transparency.

• Pineify - AI-assisted trading toolkit with coding agents for Pine Script, MQL5, and cTrader, plus financial research, strategy optimization, and backtest analysis.

LLMs

• 🌟🌟🌟 Nof1 - Benchmark designed to measure AI's investing abilities. Each model is given $10,000 of real money, in real markets, with identical prompts and input data.
• 🌟 AI Hedge Fund - Explore the use of AI to make trading decisions.
• 🌟🌟 MarS - A Financial Market Simulation Engine Powered by Generative Foundation Model.
• 🌟🌟 Financial Statement Analysis with Large Language Models - GPT-4 can outperform professional financial analysts in predicting future earnings changes, generating useful narrative insights, and resulting in superior trading strategies with higher Sharpe ratios and alphas, thereby suggesting a potential central role for LLMs in financial decision-making.
• FinRpt - Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation.
• PIXIU - An open-source resource providing a financial large language model, a dataset with 136K instruction samples, and a comprehensive evaluation benchmark.
• FinGPT - Provides a playground for all people interested in LLMs and NLP in Finance.
• MACD + RSI + ADX Strategy (ChatGPT-powered) by TradeSmart - Asked ChatGPT on which indicators are the most popular for trading. We used all of the recommendations given.
• A ChatGPT trading algorithm delivered 500% returns in stock market. My breakdown on what this means for hedge funds and retail investors
• Use chatgpt to adjust strategy parameters
• Hands-on LLMs: Train and Deploy a Real-time Financial Advisor - Train and deploy a real-time financial advisor chatbot with Falcon 7B and CometLLM.
• ChatGPT Strategy by OctoBot - Use ChatGPT to determine which cryptocurrency to trade based on technical indicators.
• LLMs Meet Finance - A three-stage fine-tuning pipeline (SFT → DPO → synthetic-data RL) that adapts Qwen2.5 and DeepSeek-R1 to financial tasks on the Open FinLLM Leaderboard, with findings on cross-task transfer and data scaling laws in finance.
• MMESGBench - First multimodal benchmark for understanding and complex reasoning over real-world ESG reports; 933 expert-validated QA pairs across 45 documents with text/table/chart evidence and single-page, cross-page, and unanswerable questions (ACM MM 2025).
• ESGenius - The first benchmark for evaluating LLMs on Environmental, Social, and Governance (ESG) and sustainability knowledge; 1,136 expert-validated multiple-choice questions plus a curated source corpus, evaluating 50 LLMs under zero-shot and RAG (EMNLP 2025).

Skills

• XVARY Stock Research — Claude Code skill for public SEC EDGAR + market data: /analyze, /score, /compare. MIT.
• CFA Institute Bias Detection - Claude skill for bias detection in investment analysis. Apache 2.0.
• Ethical Capital Skills - Claude skills for investment research, screening, compliance, and marketing workflows.
• Trading Ledger - Claude skill for trading journaling: captures thesis, plan, and emotion at entry into the user's own Notion database, with weekly reviews that grade decisions rather than P&L. MIT.

MCP Servers

Open-source Model Context Protocol servers that connect AI assistants (Claude, Cursor, VS Code Copilot, etc.) directly to financial data and trading APIs.

Market Data

• atilaahmettaner/tradingview-mcp - 30+ tools for real-time TradingView market data, technical analysis, screeners, and backtesting across stocks, crypto, forex, and futures.
• dgunning/edgartools - 11 MCP tools for SEC EDGAR — every filing type (10-K, 10-Q, 8-K, S-1), no API key required; 1,800+ Smithery installs.
• financial-datasets/mcp-server - Structured access to income statements, balance sheets, cash flows, stock prices, and market news via the Financial Datasets API.
• guangxiangdebizi/FinanceMCP - Integrates Tushare (Chinese A-shares, funds, bonds, macro) and Binance (crypto) for LLM financial data access.
• TickDB/tickdb-unified-realtime-marketdata-api - 13-tool unified real-time and historical market data across Forex, US/HK/CN stocks, and crypto.
• massive-com/mcp_massive - Polygon.io professional-grade real-time and historical data for stocks, forex, crypto, and options.
• Alex2Yang97/yahoo-finance-mcp - Yahoo Finance MCP: stock quotes, financials, options chains, and market news.
• zwldarren/akshare-one-mcp - AKShare API for Chinese stock market: historical prices, real-time quotes, financial reports, and new