CrowdMCP transforms ChatGPT, Claude, and Cursor into expert terminal assistants. Not just execution — intent detection, learning from every command, security policies, and intelligence that grows with you.
26 built-in workflows detect what you actually want. "Check my containers" becomes a full Docker health analysis — not just docker ps.
Tracks command sequences, timing, anomalies. Patterns you repeat get promoted to permanent workflows. Your terminal gets smarter over time.
Critical commands always blocked. Standard dangers overridable with force. 22 sensitive path patterns protect credentials, keys, and history files.
Per-host learning with OS auto-detection. Execute commands on remote servers with the same intelligence as local. Connection pooling included.
Works with both via OAuth and stdio. One server process, dual transport. Same intelligence state shared across all your AI assistants.
Real-time monitoring of everything: training data, timing analysis, sequence learning, security events, SSH hosts, audit log. All in one view.
Self-hosted intelligence is just the beginning. CrowdMCP Cloud will bring community-powered workflows, shared learning, and a hosted dashboard — accessible from anywhere.