Observability
Automatic discovery of every MCP server, agent, and connection across your infrastructure. Map dependencies. Spot sprawl and shadow MCPs before they become a liability.
- Automated discovery across VPCs and clusters
- Dependency mapping and change detection
- Real-time sprawl monitoring and alerting
- Agent identity and tool fingerprint tracking