How is Vise different from the MCP server?

MCP is the reference layer. Vise is the workflow layer. Use MCP when you want your AI assistant to find and read docs. Use Vise when the assistant is editing your app and you want a governed loop, deterministic checks, and a reviewer-ready contract at the end. Vise also runs as a local MCP server, so hosts can call its tools directly.