Building An MCP Ecosystem At Pinterest

Pinterest’s open‑source Model Context Protocol (MCP) lets LLMs like Claude or Gemini invoke services such as Presto, Spark, and internal knowledge bases without custom code. It includes built‑in security, governance, and observability, handling about 66 000 calls each month from 844 users and saving roughly 7 000 hours of work.