mcp-my-site architecture costed for enterprise Azure scale

The author examines infrastructure costs and architectural patterns for moving a website search service Model Context Protocol server from a minimal single-region deployment to a scalable enterprise design. The minimal version costs about seven dollars monthly for 100,000 searches, whereas a two-region enterprise platform utilizing Azure AI Search ranges from roughly 8,400 to over 81,000 dollars monthly depending on the corpus size and request volume. The analysis highlights key architectural differences, storage choices, and operational requirements that drive enterprise cloud expenditure. Open article →