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by aditya-caltechie • Uncategorized
Autonomous AI traders using Model Context Protocol and multiple LLMs to research markets, execute trades on simulated accounts, and visualize results in a Gradio dashboard.
Autonomously research financial markets and news using LLMs and external search tools.
Simulate trading strategies and execute trades on virtual accounts with real market data.
Visualize trading activity, portfolio performance, and logs in a web-based dashboard.
This project simulates a team of autonomous AI traders with distinct investment styles that leverage LLM agents and MCP tools to research market data and news, execute buy/sell orders, and adjust strategies on simulated accounts. It provides a browser-based UI for live visualization of portfolios, transactions, and logs. The system integrates multiple MCP servers, external APIs, and a SQLite database to enable a modular, extensible trading simulation environment.