HKUDS/Vibe-Trading
Vibe-Trading is an AI-powered personal trading agent designed to assist with algorithmic trading, backtesting, and quantitative finance, leveraging large language models and multi-agent systems.
Awesome MCP › Finance & Trading
whchien/ai-trader
AI-Trader is a professional, configuration-driven backtesting framework designed for algorithmic trading, leveraging the Backtrader library. It supports multiple financial markets including US stocks, Taiwan stocks, cryptocurrencies, and forex, making it versatile for traders interested in diverse asset classes. The framework offers over 20 built-in trading strategies ranging from classic technical indicators to advanced adaptive models, providing users with a rich library to test and optimize their trading ideas. One of the standout features of AI-Trader is its seamless integration with Large Language Models (LLMs) through an embedded Model Context Protocol (MCP) server. This integration allows AI assistants, such as Claude, to interact with the backtesting engine via natural language commands. Users can run backtests, fetch market data, and analyze strategies using simple conversational inputs, enhancing accessibility and automation for professional traders. The framework emphasizes reproducibility and ease of use by enabling users to define backtests through version-controllable YAML configuration files. This approach ensures that backtesting workflows are transparent, repeatable, and easy to manage. Additionally, AI-Trader provides a powerful command-line interface (CLI) that facilitates running backtests, fetching historical market data, and listing available strategies efficiently. For developers and quantitative analysts, AI-Trader offers a developer-friendly environment where custom strategies can be created and tested with minimal effort. The clear structure and helper functions simplify the process of extending the framework to suit specific trading needs. Overall, AI-Trader is a comprehensive tool for algorithmic traders seeking a robust backtesting solution with advanced AI integration capabilities, multi-market support, and a strong focus on configurability and developer usability.
https://github.com/whchien/ai-trader
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