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Sam
The AI assistant that does the tedious work.
Research, data cleanup, and content creation — tasks that take hours done in minutes for under $2.
Learn moreMajor 7 Apps
AI products that do the work.
A product studio shipping tools that automate real tasks — trading analysis, research, data cleanup. Every product is crafted end-to-end and ships weekly.
AI agents that ship
Sam and Capital Companion deliver real results — research summaries, clean spreadsheets, trade analysis — not just chat responses.
Trading intelligence
Real-time market data, AI-powered stock analysis, risk management, and alerts built for discretionary traders and investors.
Open-source infrastructure
Multi-agent orchestration, Claude Code commands, and MCP servers — open-source tools used by thousands of developers.
Product lineup
Built to ship, not to demo
production
Capital Companion
Trade with confidence, not alone.
AI-powered stock analysis, position sizing, risk management, and real-time alerts for discretionary traders. Free tier available — plans from $9.99/mo.
Learn moreOpen source
Tools for builders
Open source
Agents
Intelligent automation and multi-agent orchestration for Claude Code.
A framework for building autonomous AI agents with Claude Code — task decomposition, parallel execution, and multi-agent coordination out of the box.
Learn moreOpen source
Commands
Production-ready slash commands for Claude Code.
A curated collection of slash commands that extend Claude Code with reusable workflows — commit, review, deploy, and more.
Learn moreOpen source
Maverick MCP
Personal stock analysis MCP server for AI-powered trading workflows.
An MCP server that streams fundamentals, technicals, and sentiment data into any AI assistant — the open-source engine behind Capital Companion.
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