Comparisons

Ten years ago, containers solved the application packaging problem. Every application could be bundled with its dependencies and run consistently anywhere. That was genuinely useful. But packaging is not operations. …

The security posture of most MCP servers in production today is poor, not because the developers who built them were careless, but because the protocol’s rapid adoption outpaced the availability …

Multi-agent systems expose a problem that single-agent deployments can ignore: when one agent delegates to another, and that second agent calls a tool, the question of who authorized that tool …

The MCP specification defines how agents discover and invoke tools, but it does not mandate authentication, role-based access control, or audit logging at the platform level. Filling that gap is …

Running MCP servers in a SaaS gateway means your tool invocations, credentials, and agent context leave your network. For organizations subject to data residency requirements, internal security policies, or regulated …