AI Engineer · April 27, 2026

Bringing MCPs to the Enterprise — Karan Sampath, Anthropic

Bringing MCPs to the Enterprise — Karan Sampath, Anthropic video thumbnail
Why it matters

MCPs are often flaky, face multiple security vulnerabilities, and are generally hard to scale. Most enterprises struggle to use more than single digit numbers of MCPs due to issues with security, observability, and access control.

My takeaway: Bringing MCPs to the Enterprise — Karan Sampath, Anthropic is an agent-security signal. The practical read is that autonomy, memory, tool permissions, and third-party integrations are the control surface that needs threat modeling and monitoring.