FinAgents provides a comprehensive toolkit for designing, configuring, and executing autonomous AI agents tailored to financial tasks. By leveraging large language models and real-time market data APIs, it automates strategy backtesting, portfolio rebalancing, risk evaluation, and performance reporting. The framework offers a modular architecture with pluggable data connectors, model adapters, execution engines, and reporting modules, allowing users to mix and match components. FinAgents also includes sample agent templates, logging utilities, and deployment scripts to accelerate development and ensure reproducibility in live or simulated environments.

Financial Stock Analysis Agent leverages AI and machine learning to automate every step of stock research. It connects to financial APIs to fetch real-time price, volume, and historical data. Then it computes technical indicators (e.g., RSI, MACD, moving averages) and analyzes company fundamentals like earnings, revenue growth, and financial ratios. The agent visualizes key trends, identifies potential buy or sell signals, and evaluates risk metrics such as volatility and drawdown. Users can query the agent for customized insights, backtest strategies, and receive detailed reports in natural language or plotted charts, accelerating investment research and decision-making.

Composer is an innovative trading platform that enables users to develop, backtest, and automate their investment strategies in a simple yet effective manner. By offering intuitive tools and no-code functionalities, Composer allows traders of all levels to enhance their trading experience and optimize their investment returns.

Prosperse provides a comprehensive suite of tools for automated stock screening, real-time charting, and strategy backtesting. Utilizing advanced AI algorithms, it continuously scans the market based on user-defined conditions such as price movements and trading volumes. This allows investors to identify breakout stocks, visualize market trends, and test various investment strategies under different market conditions, making it an essential tool for anyone looking to optimize their investment portfolio.