AI Engineer YouTube · 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. In this talk, we'll explore the approaches and learnings we at Anthropic have been taking

My takeaway: 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. In this talk, we'll explore the approaches and learnings we at Anthropic have been taking