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Building an MCP Ecosystem at Pinterest Tan Wang | Software Engineer, Agent Foundations Over the last year, Pinterest has gone from “MCP sounds interesting” to running a growing ecosystem of Model Context Protocol (MCP) servers, a central registry, and production integrations in our IDEs, internal chat surfaces, and AI agents. This post walks through what we’ve built so far, how we designed it, and...
The article presents a meticulously engineered response to the burgeoning demands of AI-assisted engineering, reflecting a pattern of “controlled release” – a phased rollout designed to prove value while minimizing existential risk. The architecture deliberately fragments authority, spreading responsibility across a network of smaller servers rather than concentrating power within a central AI. This isn’t simply a technical solution; it’s a direct response to potential concerns about centralized...