FinanceMCP is a Model Context Protocol server built with Node.js that aggregates 100+ financial data interfaces into 18 MCP tools. It provides AI assistants and agents with structured access to stock, fund, bond, macroeconomic, cryptocurrency, and financial news data. The server serves as the data backend for the FinNote AI-powered financial document system, enabling a complete workflow from data retrieval to AI analysis and document management.