The original title is a question: "Can your AI agent actually manage ML infrastructure?"

Short summary

Model Context Protocol (MCP) transforms Claude and Cursor from coding assistants into ML infrastructure operators. Using Baseten's MCP server, agents can audit deployment states, inspect replica scaling, and run real predictions—moving beyond chat to actual infrastructure control. The security model isolates credential access, letting agents verify configuration without exposing plaintext secrets.

• •MCP enables agents to interact with real infrastructure APIs, not just chat
• •Baseten tools (list_deployments, predict, list_secrets) provide production observability
• •Security patterns keep infrastructure control safe from credential leakage

Generated with AI, which can make mistakes.