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adhyanmahajan26-boop/content-studio-mcp

Generate short AI video clips with sound locally on the Mac Studio (MiniMax-H3 via mlx-serve) through the content-studio MCP. Use when the user types /video or asks for an AI-generated clip, b-roll, animated shot or image-to-video made locally. Asks quality, shape, length and starting point as clickable options first.

¿Qué es content-studio-mcp?

content-studio-mcp is a Claude Code agent skill that generate short AI video clips with sound locally on the Mac Studio (MiniMax-H3 via mlx-serve) through the content-studio MCP. Use when the user types /video or asks for an AI-generated clip, b-roll, animated shot or image-to-video made locally. Asks quality, shape, length and starting point as clickable options first.

Compatible con✓Claude Code~Codex CLI~Cursor✓OpenCode
npx skills add https://github.com/adhyanmahajan26-boop/content-studio-mcp/tree/HEAD/skills/video

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Documentación

/video — local AI video clips

Tools: content-studio MCP → generate_video, generate_image, mux_audio, free_memory, job_status.

1. Ask — one question call with options

Use AskUserQuestion (Claude Code) / question (OpenCode); otherwise a numbered list. Skip what the user already said.

QuestionOptions
ModelFast — MiniMax-H3 4-bit (41 GB, quality:"fast") · Best — MiniMax-H3 8-bit (70 GB, quality:"quality")
ShapeVertical reel 512×896 · Landscape 896×512 · Square 640×640
Length~2 s (49 frames) · ~4 s (97 frames) · ~8 s (193 frames)
Start fromText only · Generate a still first, then animate it · My own image (ask for the path)

Clips come with their own generated soundtrack. The model rounds frame counts up (49 → 56 frames ≈ 2.3 s at 24 fps). A small 512×896 clip takes ~2 min on the fast model.

Vertical frames work well for people and street scenes, but wide horizon shots (ocean, landscapes) sometimes come out sideways in 512×896 — use landscape for those, or check a frame before using the clip.

2. Prepare

  • "Generate a still first": run generate_image (quality preset, same aspect) and pass its path as first_frame_image.
  • Before the 8-bit model, call free_memory() — it needs ~70 GB.
  • Write a shot-style prompt: subject + action, camera move (dolly, orbit, handheld, slow push-in), lighting, mood. One shot per clip.

3. Generate

generate_video(prompt, quality, width, height, num_frames, first_frame_image) → poll job_status(job_id, wait_seconds=40) until done.

For a multi-shot piece, generate each shot as its own clip, then hand off to /reel (HyperFrames edit) to cut them together with music and captions.

4. Deliver

Give the MP4 path(s) (under ~/ai/content-studio/outputs/video/), duration and size. Offer: another take (new seed), add music (/song then mux_audio), or build a reel.

Long jobs

Tool calls return within ~45 s (MCP clients time out at 60 s). If a result says status: "running", keep calling job_status(job_id) — each call waits up to 40 s — and tell the user the progress line between calls. Jobs keep running even if the chat or MCP server restarts; list_jobs() finds them again.

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