One MCP Server Runs 65 Agent Seats for an Amazon Business With Human-Approved Staged Writes

Gold-Carpenter-4066 · reddit · 2026-09-08

A seller wired Seller Central and the Ads API into one MCP server with 110 tools, running 65 department-scoped agent seats. Every write stages with reasoning for human approval, inventory state gates ad proposals, and seats ride a Claude subscription (1% of a Max window per task). First week it caught $1,100 in wasted ad spend and $900/mo in recoverable fees.

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