Ten parallel Claude sessions. Ten copies of the same MCP server. Ten processes, ten sockets to the same upstream, ten holders of the same lock — because that is what stdio means.
Source: [Dev.to](https://dev.to/tonydzi/stop-spawning-an-mcp-server-per-agent-session-and-what-it-wont-fix-5e2m)