Exposes file organization capabilities from the fileman project as an MCP server. You get scan, plan, and manifest operations that analyze messy directories and propose reorganization schemes without touching files until you approve. The review-first workflow means Claude can examine your Downloads folder, generate a structured plan with source tracking, show you the diff, and wait for your nod before applying changes. Useful when you want an agent to help triage large file collections but need full visibility into what moves where. The same engine powers fileman's CLI and web UI, so you're working with proven organization logic rather than ad-hoc file shuffling. Part of the yard family of tools focused on structured input, structured output, and auditable operations.