// Hacker Noon · 30 April 2026

How I Built a Real-Time AI Stock Advisor Using Elasticsearch, MCP, and LLMs

This article walks through building an automated stock analysis pipeline that runs overnight and delivers pre-market insights. By combining data ingestion, sentiment analysis, technical indicators, and LLM-based synthesis through MCP tools, the system surfaces top momentum candidates before market o...

Hacker Noon

@hacker-noon · Sai Gowtham

hackernoon.com

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