"UFC" matching MCP servers:

Enables autonomous matching of UGC creators to brand briefs via a deterministic programmatic auction and video matchmaking workflow. It integrates as an MCP server so AI agents can run creator brief auctions and produce structured results with execution telemetry.

Enables managing a parametric CLI command registry with profile isolation and pipelines from Cursor agents via 11 MCP tools.