production
Capital Companion
The AI trading copilot for discretionary investors.
Market intelligence, risk dashboards, and strategy simulations trained on live U.S. equity data.
Learn moreSeth Hobson · Major 7 Apps
Precision AI products for traders and individual builders.
I ship tools that turn noisy markets into confident decisions — from Capital Companion’s AI copilot to open-source MCP servers you can deploy in an afternoon. Every product is crafted end-to-end: data science, Swift, and web.
Currently shipping
- 6production MCP servers powering live desks
- <350msmedian response across capital decision workflows
- Mac · iOS · Webinterfaces shipping insights wherever traders operate
Build high-signal workflows with defensible automation, from research ingestion to Swift interfaces your team loves.
Book a workshopAI systems that earn trust
Evaluated agents, guardrails, and analytics built on the Model Context Protocol. Every workflow ships with measurable accuracy and safe fallbacks.
Swift experiences for Mac & iOS
Native apps and widgets that extend Capital Companion insights to the desk, the couch, and the phone in your pocket.
Data pipelines for traders
From custom data ingestion to real-time trading dashboards, I build the glue that keeps proprietary signals, LLMs, and humans in sync.
Product lineup
AI products built by one maker
open source
MCP Stock Analysis Server
Self-hosted research agent built on the Model Context Protocol.
An automation server that streams fundamentals, technicals, and macro data into AI-first trading workflows.
Learn moreLatest writing
Build logs & research notes
Aug 24, 2025
How to Build an MCP Stock Analysis Server
MaverickMCP rebuilds the tutorial stock-analysis server into a production platform with 29 tools, faster pipelines, and pro-grade developer experience.
Read on sethhobson.comMar 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.
Read on sethhobson.comJan 9, 2025
How to Build the Ultimate MCP Stock Analysis Tool for AI Trading Success
Part 1 walks through standing up a Model Context Protocol server, wiring market data, and adding core technical indicators for AI-powered research.
Read on sethhobson.comDec 3, 2024
Meet Your Risk Management Match
Capital Companion introduces Risk Personas, portfolio heat-maps, and alerts tailored to conservative, balanced, or aggressive trading styles.
Read on sethhobson.com