MateClaw is a multi-agent orchestration system that provides enterprise-grade features including multi-user workspaces, approval-gated sensitive actions, and full audit trails. It integrates the MCP (Model Context Protocol) for tool calling and supports skills and memory capabilities across multiple chat channels. Built as a Spring Boot application, it runs as a single JAR with per-channel error isolation and zero data egress to external services.