Mar 7, 2025
How to Build a Powerful Stock Analysis MCP Server: 4 Advanced Features
Part 2 upgrades the MCP server with relative strength analytics, volume profiles, pattern detection, and risk tooling for serious traders.
Seth continues the MCP tutorial by adding advanced calculations to the automation server. The article dives into richer analytics, smarter task orchestration, and the workflows that push Capital Companion toward production.
Part 2 introduces four advanced features: relative strength analysis that compares individual stocks against sector and market benchmarks, volume profile tools for identifying key support and resistance zones, candlestick pattern detection using algorithmic scoring, and a risk assessment toolkit with position sizing recommendations based on portfolio exposure.
The article also demonstrates how to compose multiple MCP tools into multi-step workflows, where the output of one analysis feeds into the next. Seth covers the orchestration layer that lets an AI agent chain these tools together to produce comprehensive research reports without human intervention.
For traders and developers looking to go beyond basic indicators, this installment shows how to build the kind of analysis pipeline that institutional desks rely on.