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

Tech Stories Tech Brief By HackerNoon · May 1, 2026 · 16m

This story was originally published on HackerNoon at: https://hackernoon.com/how-i-built-a-real-time-ai-stock-advisor-using-elasticsearch-mcp-and-llms. Build a pre-market stock analysis system using Elasticsearch, Airflow, and LLMs to surface momentum signals automatically. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-stock-analysis, #elasticsearch, #elasticsearch-stock-data, #mcp-trading-system, #llm-for-financial-analysis, #kibana-stock-dashboard, #airflow-trading-pipeline, #algorithmic-trading-system…