
Don't send raw video input to an AI model. Prep it in FFmpeg.
Raw video input to an AI model burns the token budget. Four FFmpeg prep steps (downscale, trim, split audio, keyframes) cut muse-wonder-1.0 input costs.
5 articles about ai-agents.

Raw video input to an AI model burns the token budget. Four FFmpeg prep steps (downscale, trim, split audio, keyframes) cut muse-wonder-1.0 input costs.

OpenAI Agents API MCP setup: wire an MCP server into your agent so it can trim, caption and reframe video, plus handling async video jobs without blocking.

How to extract frames for LLM input without wasting tokens: one FFmpeg scene-detection pass, pixel-diff dedup, an audio track, and a JSON timestamp manifest.

Build an AI agent that edits video from natural language. Connect Claude to the FFmpeg Micro MCP server for automated video processing in minutes.

FFmpeg Micro MCP server lets AI agents transcode videos from Claude Desktop, Cursor, and other MCP clients. Hosted or local install, no code required.