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README
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.
🌟 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.
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.
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.
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.
Skills
XVARY Stock Research — Claude Code skill for public SEC EDGAR + market data: /analyze, /score, /compare. MIT.
Machine Learning for Trading - With an appropriate choice of the reward function, reinforcement learning techniques can successfully handle the risk-averse case.
Financial AI in Practice - A book about creating profitable, regulation-compliant financial applications.
Investing for Programmers - A book about maximizing your portfolio, analyzing markets, and making data-driven investment decisions using Python and generative AI
MLSys-NYU-2022 - Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
Train and Deploy a Serverless API to predict crypto prices - In this tutorial you won't build an ML system that will make you rich. But you will master the MLOps frameworks and tools you need to build ML systems that, together with tons of experimentation, can take you there.
KeepRule - AI-powered investment discipline platform with principles from 26 legendary investors including Buffett, Munger, and Dalio.
Strategies & Research
Time Series Data
Price and Volume process with Technology Analysis Indices
🌟🌟 stockpredictionai - A complete process for predicting stock price movements.
🌟 Personae - Implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
🌟 Ensemble-Strategy - Deep Reinforcement Learning for Automated Stock Trading.
FinRL - A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance.
🌟 SGX-Full-OrderBook-Tick-Data-Trading-Strategy - Solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
HFT_Bitcoin - Analysis of High Frequency Trading on Bitcoin exchanges.
Event Drive
🌟🌟 stockpredictionai - Complete process for predicting stock price movements.
🌟 trump2cash - A stock trading bot powered by Trump tweets.
FinanceKit MCP - MCP server for stock quotes, technical analysis, crypto data, risk metrics, and portfolio analysis. No API keys for core data.
Tapetide - Indian market data API and MCP server for NSE/BSE stocks, financials, screeners, and institutional flows.
FXMacroData - Macroeconomic and FX data API with central bank announcements, policy rates, inflation, employment, GDP, release calendars, and MCP access for 18 currencies.
StockAInsights - Institutional-grade financial statements API with AI extraction from SEC filings — not XBRL. Covers domestic and foreign filers (20-F, 6-K, 40-F), normalized quarterly and annual data.
13F Insight - AI-powered 13F SEC filing tracker. Monitor hedge fund and institutional investor portfolio changes, with smart money move alerts and historical holding comparisons.
ValueRay - Technical, quantitative and sentiment data for stocks and ETFs with risk metrics, peer percentiles and market regime signals. Optimized for AI/LLM agents.
BenchGecko - AI economy tracking platform. Market cap, funding rounds, AI Bubble Index, company valuations, and compute supply chain data.
FilingFirehose - SEC EDGAR JSON API with classified 8-Ks, activist 13D/G tagging, ATM offering detection, and hosted MCP access.
Crypto Currencies
BitBank.nz - AI-powered crypto forecasting and predictions API with machine learning models for 70+ cryptocurrency pairs.
CryptoInscriber - A live crypto currency historical trade data blotter. Download live historical trade data from any crypto exchange.
CoinPulse - Python SDK for cryptocurrency portfolio tracking with real-time prices, P/L calculations, backtesting, and price alerts. Free tier: 25 req/hr.
Gekko-Datasets - Gekko trading bot dataset dumps. Download and use history files in SQLite format.
Frostbyte Crypto API - Free real-time cryptocurrency price data API. Supports BTC, ETH, SOL, and 20+ tokens. No signup or API key required for basic endpoints. JSON responses with price, 24h change, market cap, and volume.
CoinPaprika API - Free cryptocurrency market data API with prices, volume, market cap, and OHLCV for 7,000+ coins. No API key required. Includes MCP server for AI agent integration.
DexPaprika API - Free DEX and DeFi data API — real-time pool data, token prices, OHLCV, and trade history across all chains. No API key, no rate limits. Includes MCP server for AI agents.
Philidor - Institutional-grade DeFi risk scoring for 700+ vaults across 9 protocols and 6 chains. REST API and MCP server (Claude, Cursor, Windsurf). Deterministic 0–10 risk scores, tiers (Prime/Core/Edge), portfolio analysis, oracle monitoring. No API key required.
PreReason - Pre-analyzed financial market briefings optimized for AI agent consumption. 17 briefings covering BTC on-chain, macro (Fed balance sheet, M2, Treasury yields), and cross-asset correlations. Returns regime classification, trend signals, and confidence scores in markdown.
Satoshi API - Bitcoin fee intelligence API with 108 endpoints for fee estimates, mempool analysis, block data, and mining stats. Self-hostable, Apache 2.0.
Sharpe - Agent-ready crypto market intelligence API and MCP server for funding, derivatives, arbitrage, narratives, listings, and news.
TBD Predict - Solana-based prediction market for human opinions with an agent CLI and AGENTS.md spec for AI agents to authenticate, list opinion campaigns, and place bets via JSON-friendly commands.
News Data
WorldMonitor - AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
Alternative Data
Adanos Market Sentiment API - Market sentiment API for AI finance agents covering stocks across Reddit, X/Twitter, news, and Polymarket prediction markets with buzz, sentiment, trending, and comparison signals.
Pizzint - Pentagon Pizza Index (PizzINT) is a real-time Pentagon pizza tracker that visualizes unusual activity at Pentagon-area pizzerias. It highlights a signal that has historically aligned with late-night, high-tempo operations and breaking news.
Prediction Markets
Parsec API - Unified prediction market infrastructure for normalized data, execution, and live streams across Polymarket, Kalshi, Opinion, Limitless, and PredictFun. MCP server for AI agent trading. Generous free tier.
PolyMind - Real-time Polymarket trading alerts with multi-AI analysis (Groq, Claude, Gemini). Track whale bets, volume spikes, coordinated wallets, and 12 signal types. Free tier available.
Research Tools
Synthical - AI-powered collaborative environment for Research.
🌟🌟 TensorTrade - Trade efficiently with reinforcement learning.
ML-Quant - Quant resources from ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.
JAQS - An open source quant strategies research platform.
CongressionalStockBrain - AI-powered tool that ingests U.S. STOCK Act congressional trade disclosures and converts them into machine-scored signals for retail investors.
WalletLens - Multi-asset portfolio tracker with AI insights, technical analysis, live prices, and local-first data storage.
WFGY – Open source framework for debugging and stress testing LLM agents and RAG pipelines. Includes a 16 mode failure map and long-horizon stress tests that are useful for financial research agents.
ChainPulse - AI-powered Bitcoin network intelligence CLI for natural language queries on mempool, fees, blocks, and mining analysis.
CRNG - Contingency RNG, generates random numbers with real market fat tails (K=5-220) and volatility clustering. Matches 86% of real market metrics vs 14% for NumPy. Includes regime detector.
Chart Library - Visual chart pattern search engine. Upload a screenshot or type a ticker+date to find the 10 most similar historical chart patterns and see what happened next. 24M+ embeddings, 19K symbols, REST API + MCP server.
Coinugget - Real-time RSI signals, price action & volume spikes dashboard for crypto traders. Free, no sign-up required.
Trading System
For Back Test & Live trading
Traditional Market
System
the0 - Self-hosted execution engine for algorithmic trading bots. Supports Python, TypeScript, Rust, C++, C#, Scala, and Haskell. Each bot runs in an isolated container with scheduled or streaming execution.
🌟🌟🌟 OpenBB - AI-powered opensource research and analytics workspace.
🌟🌟 zipline - A python algorithmic trading library.
🌟 TradingView - Get real-time information and market insights.
finclaw - AI-native quantitative trading engine with 484 alpha factors, genetic algorithm strategy evolution, walk-forward backtesting and paper trading. Supports A-shares, crypto, and MCP server for AI agent integration.
lean - Algorithmic trading engine built for easy strategy research, backtesting and live trading.
Combine & Rebuild
pylivetrader - Python live trade execution library with zipline interface.
gekko-quasar-ui - An UI port for gekko trading bot using Quasar framework.
Floom AI gateway and marketplace for developers, enables streamlined integration and least volatile approach of AI features into products
LendTrain - AI-native mortgage refinance plugin for Claude Code with real-time institutional pricing, state-specific closing costs, FHA Streamline/VA IRRRL detection, and regulatory compliance. Uses MCP (Model Context Protocol) to connect LLMs to live mortgage pricing.
Registry Broker - Universal AI agent index for discovering trading agents across Virtuals Protocol, NANDA, MCP, and other registries.
KeepRule - AI-powered investment discipline tracking platform with curated principles from 26 legendary investors including Buffett, Munger, and Dalio. Helps traders maintain rational decision-making.
Philidor - DeFi risk infrastructure for AI agents: MCP server and REST API for vault risk scores, portfolio analysis, and due diligence. No API key. 700+ vaults, 9 protocols, 6 chains.
Hindsight - State-of-the-art long-term memory for AI agents by Vectorize. Open source, self-hostable, with integrations for LangChain, CrewAI, MCP, and more. Gives financial trading agents persistent memory across sessions.
Other Resource
🌟🌟🌟 Stock-Prediction-Models - Stock-Prediction-Models, Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations.
🌟🌟 Financial Machine Learning - A curated list of practical financial machine learning (FinML) tools and applications. This collection is primarily in Python.
awesome-quant - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance).
FinancePy - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
Explore Finance Service Libraries & Projects - Explore a curated list of Fintech popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi.
AgentMarket - B2A marketplace for AI agents. 189 listings, 28M+ real energy data records, LangChain/MCP integration.
MeterCall — One metered API gateway. 21M+ endpoints (payments, SMS, AI, CRMs, gov data). Free tier; pay per call.
