Actual MCP Server
Production-grade Model Context Protocol server that connects LibreChat, LobeChat, and Claude Desktop directly to your self-hosted Actual Budget. 63 tools, two transports, multi-budget switching at runtime.
Product across finance, sports betting, insurance and automotive, plus a workshop of real things behind it: 62-tool MCP servers, multi-agent orchestrators, VPN monitoring, automated content pipelines.
Production-grade Model Context Protocol server that connects LibreChat, LobeChat, and Claude Desktop directly to your self-hosted Actual Budget. 63 tools, two transports, multi-budget switching at runtime.
Drive Claude, Copilot, Codex, or Gemini CLIs on your projects from Telegram or Slack, one isolated Docker container per repo.
Monitors VPN connections in real time, catching DNS leaks and silent bypasses with instant Telegram alerts and a traffic light dashboard.
Two evenings researching with Claude saved a smart ceiling fan purchase, then debugged a hidden install bug. The case for AI research before hardware buys.
I handed two blogs entirely to AI: every article, image, and SEO tag. Here's what months of automated publishing revealed about AI's real limits.
How multi-agent AI systems evolved from chat-room coordination to structured councils with ticket-gates that enforce quality standards.