Squash-merges PR #578 (rebased from #574 by @renheqiang + #575 by @nesquena-hermes). MCP server toolsets now included in WebUI sessions; onboarding wizard no longer fires for non-standard providers. 1331 tests pass. Nathan override applied for self-built #575.
