Indian Stock Analysis

Example Use Cases

• 1

  Read a user's Indian portfolio stored in MongoDB and return an LLM-optimized holdings summary or segment-by-segment analysis.

• 2

  Fetch market data and technical indicators for NSE/BSE stocks while respecting Alpha Vantage free-tier rate limits and providing fallback content when limited.

• 3

  Persist and query historical analyses and recommendations via a knowledge graph to improve contextual advice over time.

Description

This server integrates directly with a local MongoDB 'stock_data' database, Alpha Vantage API (NSE/BSE), and a persistent knowledge graph to analyze Indian stock portfolios and deliver tailored recommendations. It is optimized for use with the Claude desktop app, including segmented portfolio analysis to avoid timeouts and automatic data simplification for LLM consumption. The implementation includes Alpha Vantage rate-limit management, fallback content when limits are reached, and utilities for technical and fundamental analysis focused on NSE and BSE symbols.