Sub-$10 magnetic sensor pod & real-time acoustic AI detecting CNC spindle chatter, deflection, and impending tool breakage in under 30 milliseconds. Reverse-engineered for Weihong NcStudio & modern CNC controllers.
DMCPS (Docker Model Context Protocol Secured) gives AI coding agents isolated terminal and filesystem execution without risking the host machine.
Key features:
• Non-root Alpine execution with dropped Linux capabilities (cap_drop: ALL)
• Web dashboard to whitelist allowed project folders in real time
• Mathematical blocking of directory traversal attacks (../)
• Native SSE endpoint for Claude Desktop, Cursor & custom agents
• 1-click deploys for Render, Railway & Docker
