为 AI 代理提供防篡改审计链与可观测性，便于追踪行为和排查问题。
Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.
