Finance Trading AI Agents is a free, professional, and open-source MCP server tailored for advanced financial analysis and quantitative trading. It enables users to deploy a local financial MCP service with a single command, structured around a departmental architecture that closely simulates the operational divisions of a real financial firm. The platform integrates traditional technical indicators, price action analysis, economic calendars, fundamental data, and real-time news, all optimized for seamless interaction with Large Language Models (LLMs) and algorithmic trading strategies. This comprehensive solution provides a robust environment for developing and deploying AI-powered financial agents.