Stable 0.3.1 release. Adds the local STDIO and hosted HTTP MCP servers for VGPU docs and verified examples, improves online examples portability on macOS and Windows, and keeps failed WGSL imports watched for recovery. Promotes the tested 0.3.1-rc.0 line and publishes all fixed-group packages to the latest dist-tag.