agentkitai

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.