"UFC" matching MCP servers:

Enables AI agents to inspect, read, and make targeted edits to local Office documents, PDFs, images, archives, media and other files, writing changes into new reviewable copies while leaving originals intact and returning JSON receipts. It also screens supported files for hidden content and privacy risks, running entirely offline as a local server over stdio.

Enables AI agents to query a read-only data surface through typed tools, enforcing caller-specific row access, field masking, and withheld-row disclosure so they can retrieve entitled information without writes or silent data leakage.

Enables AI agents to safely query SQL databases through read-only tools for describing entities, reading records, and aggregating records, with view-based access and fail-closed per-user row-level security.