Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

CCXT for prediction markets. PMXT is a unified API for trading on Polymarket, Kalshi, and more.

Financial Markets Data Visualization using Matplotlib

Velora allows dApps and traders to get the best DEX liquidity by aggregating multiple markets and offering the best rates

Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes instantly, manages risk while you sleep. Agent commerce protocol for machine-to-machine payments. Self-hosted. Built on Claude.

Look up A-share, Hong Kong, and US stock tickers and retrieve historical OHLCV price data for research.

A toolkit for building AI-automated trading strategies on Kalshi prediction markets.

Open-source Bayesian trading AI agent for prediction markets.

A cryptocurrency arbitrage opportunity calculator. Over 800 currencies and 50 markets.