Article: Building a Secure MCP Server on AWS for a Million-Company B2B Platform (opens in new tab)

We wanted to expose a B2B intelligence platform built on more than one million company profiles to an LLM client through an MCP server so a user can ask “find SaaS companies in Germany with 50-200 employees” and receive results through the LLM client. The engineering problem was: How do you make that workflow useful without creating an unsafe bridge between an LLM and production data? By Shadi Elyafi