Umless MCP
Call a tool that finds filler words, retakes and long pauses in talking-head footage from an MCP client.
Overview
Umless analyzes spoken footage and proposes cuts for filler words, repeated takes and long pauses. Its command-line workflow renders a cleaned video, and the repository documents access from an MCP client for using the workflow with an agent. The published setup lists Node.js 20 or newer, FFmpeg on the system path and an OpenRouter key. Review the result before publishing: a repeated phrase or pause may be intentional, especially in a demonstration where it helps the viewer follow the next action.