Groww built an AI-powered portfolio intelligence system using Model Context Protocol (MCP) that enables AI assistants like Claude and Cursor to interact directly with investment portfolios through natural language. The system features a Python-based MCP server with OAuth2 authentication, real-time data aggregation, smart data optimization for large datasets, and a stateless Kubernetes architecture for horizontal scaling. Key technical achievements include 60% improvement in data processing for large portfolios and 50% reduced memory footprint through stateless design.
Table of contents
Building Groww MCP: A Technical Deep Dive into AI-Powered Portfolio IntelligenceGroww’s Remote MCP Server: Bringing Conversational AI to Life for Every Investor🔧 Developer Experience✅ Claude Pro Integration🛠️ Cursor / VS Code SetupCore Architecture Overview🔧 Core Components: Under the Hood of Groww’s MCP Server7.9K Impressions