Documentary content studio · 2026 ·AI / LLM ·MCP ·Video ·Automation

AI video studio run through Claude

A written script becomes a finished 9:16 documentary episode, managed in plain English

79
MCP tools the client drives by talking to Claude
7
automated content checks after every render
9:16
finished episodes for TikTok and Reels
AI video studio run through Claude

Turning a written script into a finished short documentary episode for TikTok and Reels meant a chain of separate tools and manual editing for every line, shot and caption.

A production pipeline splits each episode into beats and builds them: AI narration, generated stills and motion shots, a lip-synced host, music, sound effects and word-synced captions, assembled with FFmpeg. The client runs the whole studio by talking to Claude through a custom MCP server with 79 tools: write and edit episodes, re-record a line, swap a shot, render a full season in parallel and check spend, with no interface to learn. Every render gets a cost estimate before money is spent and 7 automated content checks after.

The client goes from script to finished episode without opening a video editor and knows what a render costs before paying for it.

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