Report installed backends (Whisper/SAM/Manim/Blender/FFmpeg) and readiness for education vs GPU paths.

Denoise + enhance vocals + loudnorm. Writes audio/vocals_clean.wav on the project.

Mix copyright-safe ambient BGM under vocals (or user bgm_path). Ducking optional.

ASR word timeline + ASS captions; optionally burn into a new render (brand|karaoke|minimal).

Cut out subject (MediaPipe/SAM) and composite over plate: space|blur|solid|image.

Export last render (or path) to preset: youtube_16x9 | reels_9x16 | square_1x1 | source.

Remove dead air / long fillers (um, basically, …) using transcript + energy gaps.

Burn keyword/number infographic cards locked to transcript timing.

ONE-SHOT creator polish: orient → denoise → BGM → optional cut/BG/captions/cards → export.

bg_mode: none | space | blur | solid preset: youtube_16x9 | reels_9x16 | square_1x1 | source Toggle stages with process_audio / mix_bgm / smart_cut / infographics / thumbnail.

Export edit decision list JSON (source, audio pipeline, renders, history).

Grab mid-frame thumbnail with title overlay from transcript.

List agent tool packs: talking_head (default), education, vfx, admin, all.

Switch active tool pack and remove out-of-pack tools from this server process.

Expanding to a larger pack (e.g. all) after a smaller pack requires server restart with VIDMCP_TOOL_PACK set — removed tools cannot be re-registered mid-session.

Compact project summary for agents (status, paths, next steps). Prefer over get_project.

Route free-text intent to the right pipeline (polish / recipe / education / VFX).

Examples: 'polish talk head for reels with space bg', 'tight cut no filler', 'cyberpunk behind speaker', 'teach Bayes with math plate'. dry_run=true returns the plan only. video_path required to execute.

Cut plan v2: retakes, contextual fillers, dead-vs-dramatic pauses. Review before apply.

Execute a cut plan with room-tone fill (no dead digital silence at cuts).

Brand mograph overlays: lower_third, title_card, stat_counter, charts... lock='speech:'.

One call → all platform variants (codec/size/loudness per target, reframe-aware).

A/B thumbnails: face/sharpness/color-scored frames + brand title styles + contact sheet.

Create a new non-destructive editing project. Optionally import a source video path.

List all projects in the workspace with status and source paths.

Project info. Default is compact brief; detail=true returns full manifest (large).

Import (copy) a video into the project source folder.

bake_orientation: when True (default), bake displaymatrix rotation so portrait phone clips are upright for all downstream tools.

Run a named production recipe (cyberpunk_talking_head, cinematic_bokeh, product_spotlight, rain_noir, ...).

List named production recipes available to apply_recipe.

Report active SAM backend (MLX/official/ultra/mock), multiplex flags, device, harness.