google-flow-mcp
Rebuilds Google Flow's filmmaking workflow on top of the public Gemini API using your own API key. Provides tools for generating and editing images (Nano Banana models, up to 4K), generating/extending/editing video with camera presets and first/last frame anchoring, generating music with Lyria, and creating multi-voice narration with Gemini TTS, plus storyboarding, keyframes, background rendering, cost estimation, spend guards, and local project assembly.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@google-flow-mcp Plan a 30-second cat astronaut ad storyboard, then render a draft."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Plan a storyboard, keep characters consistent, render shots, edit them, add music and a voice-over, and cut the film together, all by talking to Claude or any other MCP client.
Not affiliated with Google. This server does not control the Google Flow web app and does not use Flow credits. It rebuilds Flow's way of working on the public Gemini API, so you pay Google directly through your own API key.
See it work
Related MCP server: Gemini Image MCP
What makes it different
In Google Flow | Here |
Ingredients / Characters: tag an asset to reuse it |
|
Frames to Video | A cheap keyframe per shot becomes the first frame of its video; first + last frame also works |
Scenebuilder: arrange, trim, preview, download |
|
Extend / edit / insert / remove |
|
Camera controls |
|
Draft at 360p for a third of the cost |
|
Project view |
|
And three things the web app cannot do:
It looks at its own work
Image tools return a preview and flow_review returns evenly spaced video frames, so the
assistant can catch a broken hand or a misspelled title before you do.
Spending is guarded
Every result shows an estimated price. Anything above a threshold returns a quote first and waits for your yes. Daily limits and a daily budget are on by default.
Long jobs do not time out
Shots render in parallel as background jobs. The tool returns after a couple of minutes and
flow_project shows progress.
Music (Lyria) and narration (Gemini TTS, 130+ languages) are mixed in at assembly.
How it works
A request, end to end
The server is a local process. Only generation requests leave your machine, and each one passes the spend guard first.
From one sentence to a finished film
Cheap steps come first. You approve the look on stills, then the money on a quote.
Both diagrams follow your light or dark theme. They were made with Archify; the sources are in docs/diagrams.
What you get
Try it without an API key
Set FLOW_DEMO=1 and every tool works with local placeholder media: scene cards for images,
slow-zoom clips for video, a soft tone for audio. Nothing is sent to Google and nothing is billed,
but projects, storyboards, previews, cost estimates, assembly and the board all behave for real.
pip install -e .
python examples/offline_demo.py demo_output
# then open demo_output/projects/paper-rocket/board.htmlIn Claude Desktop, add "FLOW_DEMO": "1" to the server's env block. Remove it when you add a key.
A film in one conversation
You: Make a 20-second vertical short about a girl who builds a paper rocket.
Assistant: creates the project → saves
@mirawith a reference sheet → plans 4 shots → generates 4 keyframes and shows you the contact sheet (about $0.13) → after your OK renders 360p drafts (about $0.46) → reviews frames, re-renders one weak shot → adds a 30-second piano clip and a Korean voice-over → assemblespaper-rocket.mp4and opens the board.
The same flow is available as ready-made prompts: short_film, product_ad, social_image_set.
Tools (21)
Quick jobs
Tool | Does |
| Text → 1–4 images; |
| Edit with plain language (add, remove, extend canvas, swap background) |
| Up to 14 reference images |
| Text (+ first/last frame, references, |
| Continue a clip, up to 30 s total |
| Change a clip or a storyboard shot with one sentence |
| Anchor image → video in one call |
Studio
Tool | Does |
| Create/open a project, or show status and the next step |
| Save a character, object, location or style (optionally generate a reference sheet) |
| Set the shot list; returns keyframe, draft and standard cost estimates |
| Rewrite a shot, pick a take, trim it |
| One still per shot + a contact sheet to check the look |
| Render shots in the background at |
| Lyria: 30 s clip or full song |
| Gemini TTS voice-over, 30 voices, style control |
| Join takes, apply trims, mix music and narration (no API cost) |
| Return an image or video frames for the assistant to inspect |
| HTML board of the whole project |
Housekeeping: flow_list_presets, flow_estimate_cost, flow_usage_today
Models and list prices
Paid tier, Standard, checked 2026-11-13 on the pricing page. Estimates only: Google bills by tokens.
Job | Default model | Price |
Image, fast (default) |
| ~$0.034 (1K) / $0.050 (2K) / $0.113 (4K) |
Image, pro |
| ~$0.134 (1K/2K) / $0.24 (4K) |
Image, lite |
| ~$0.034 (1K) |
Video |
| ~$0.023/s (360p), $0.07/s (720p), $0.104/s (1080p), $0.209/s (4K) |
Music |
| $0.04 per 30 s clip / $0.08 per song |
Narration |
| ~$0.0002/s (free tier available) |
Image, video and music models have no free tier: the API key needs billing enabled. A 20-second, 4-shot film costs roughly $0.13 (keyframes) + $0.46 (draft) + $1.40 (720p) + $0.04 (music).
Install
Requires Python 3.11+ and uv. ffmpeg is bundled through imageio-ffmpeg.
git clone https://github.com/Reasonofmoon/google-flow-mcpClaude Desktop → claude_desktop_config.json:
{
"mcpServers": {
"google-flow": {
"command": "uv",
"args": ["--directory", "/path/to/google-flow-mcp", "run", "google-flow-mcp"],
"env": {
"GOOGLE_API_KEY": "YOUR_PAID_GEMINI_API_KEY",
"FLOW_OUTPUT_DIR": "/path/to/output"
}
}
}
}Config file: %APPDATA%\Claude\claude_desktop_config.json (Windows),
~/Library/Application Support/Claude/claude_desktop_config.json (macOS),
~/.config/Claude/claude_desktop_config.json (Linux).
Quit the app completely after editing (tray or menu bar icon → Quit; closing the window is not enough) and open it again. Then ask: "Show me flow_list_presets."
Claude Code:
claude mcp add google-flow -s user \
-e GOOGLE_API_KEY=YOUR_PAID_GEMINI_API_KEY -e FLOW_OUTPUT_DIR=/path/to/output \
-- uv --directory /path/to/google-flow-mcp run google-flow-mcpWhich API key
Use a key from a Google AI Studio project that has billing enabled (shown as "Tier 1" or higher on the API keys page). Google's price list offers no free tier for the image, video and music models, so keys marked "Free tier" will not work for them. This free request shows whether the video model is visible to your key, without generating anything:
curl -s -H "x-goog-api-key: $GOOGLE_API_KEY" \
https://generativelanguage.googleapis.com/v1beta/models/gemini-omni-1.2-flashA JSON description means the key can see the model; an error means it cannot. It does not check billing: that only shows on the first real generation.
Check your install
python examples/mcp_smoke_test.pyThis starts the real stdio server, speaks MCP to it and makes a whole film in demo mode
(project, ingredient, storyboard, keyframes, background render, edit, music, narration,
assembly, review, board), then checks that a missing key produces a helpful error.
No API key, nothing billed. Expect SUMMARY 26/26 checks passed.
Settings
Variable | Default | Meaning |
| — | Gemini API key (required unless |
|
| Files, log and |
| off |
|
|
|
|
| see above | Swap models without code changes |
|
| Estimated spend per day, |
|
| Per day, |
|
| Video jobs above this return a quote first |
|
| Return previews to the assistant |
|
| Storyboard render behavior |
| — | Your own presets / price table (JSON) |
| — | Path overrides |
|
| Gemini API version. The video, music and TTS models are not on |
Limits and spend are counted from the local generation_log.jsonl, not from Google's billing.
What a project looks like on disk
projects/paper-rocket/
project.json plan, ingredients, takes, spend (plain JSON)
board.html open in a browser
ingredients/ reference images
keyframes/ shots/ audio/ renders/The server never deletes project files; re-rendering adds takes.
Good to know
A
standardrender is a new generation from the same keyframe, so motion can differ from the draft.flow_reviewshows frames only. The assistant cannot hear audio.Video: 3–15 s per shot (3–10 s with a last frame), up to 6 reference images, 16:9 or 9:16. Edits and extensions work on clips of 15 s or less.
English prompts are fully supported for video; other languages work but are not officially evaluated.
Images, video and audio carry Google's invisible SynthID watermark.
Some uploads are restricted by region or content (recognizable people, minors in the EEA/UK/CH).
Troubleshooting
What you see | Why | What to do |
| Versions before 0.3.3 called the | Update to 0.3.3 or later ( |
| Veo 3.1 Preview was shut down on 2026-10-22. It is not a key problem | Use this server (Gemini Omni Flash) instead of the original 0.1.0 |
Two sets of | The original | Remove the old entry, for example |
| The key's project is prepaid and has no balance | Top up, or use a key from a project with billing and balance |
Image, video or music fails but | Probably a free-tier key: only narration has a free tier | Use a key from a billing-enabled project (see Which API key) |
| No key in the server's | Add the key, or set |
Changes to the config or code do not take effect | The client keeps the old server process alive | Quit the client completely and reopen it |
| Not an error: the job is above | Say yes, and the assistant repeats the call with |
| The local estimate passed | Raise the limit in |
Every call, including failures and their error text, is written to
<FLOW_OUTPUT_DIR>/generation_log.jsonl. Attach the relevant lines when you open an issue.
Status
Alpha. CI runs on Linux (Python 3.11–3.13, mcp 1.x and 2.x), Windows and macOS: 51 tests that
mock Google's API and run ffmpeg and Pillow for real, plus the stdio smoke test above against a
live server process.
Live API status as of 2026-11-13: the first real call (video) failed with the API-version bug that 0.3.3 fixes. A successful live generation with 0.3.3 has not been confirmed yet. Request shapes follow the official docs; please open an issue if a real call behaves differently.
pip install -e ".[dev]" && pytest -vCredits and license
Fork of google-flow-mcp 0.1.0 by joshua-daniel-8090. See CHANGELOG.md for what changed.
Diagrams made with Archify (Apache-2.0).
Apache 2.0: see LICENSE and NOTICE. "Google", "Gemini", "Flow", "Veo", "Lyria" and "Nano Banana" are trademarks of Google LLC.
Available Tools
21 toolsflow_assembleA
Join the selected take of each shot into one film (local ffmpeg, no API cost).
Applies per-shot trims, keeps each clip's own audio, and mixes in the project's music (looped, faded out) and narration when present.
Args: shots: Shot numbers in playback order. Default: all shots in storyboard order. with_music: Use the project's music if there is one. with_narration: Use the project's narration if there is one. music_volume: 0-1, default 0.25 so it sits under dialogue. clip_volume: Volume of the clips' own audio (0 mutes it). project_name: Project to use (default: active project).
Inputs: shots, with_music, clip_volume, music_volume, +2 more.
flow_boardB
Write the project's HTML board (ingredients, storyboard with players, audio, latest film).
Args: open_in_browser: Also open it in the default browser on this computer. project_name: Project to use (default: active project).
Inputs: project_name, open_in_browser.
flow_edit_imageA
Edit an existing image with a natural-language instruction (no mask needed).
Args: image_path: Path to the source image. prompt: What to change. edit_mode: 'free' (default, just follow the prompt), 'inpaint_insertion' (add), 'inpaint_removal' (remove), 'outpaint' (extend canvas), 'bgswap' (new background). model: 'fast' (default), 'pro', 'lite', or a full model id. aspect_ratio: Output aspect ratio. Defaults to the input image's shape. image_size: '1K', '2K' or '4K'. output_dir: Override the output folder. mask_mode: Ignored. Kept for compatibility with 0.1.0 (Nano Banana edits need no mask).
Inputs: prompt (required), image_path (required), model, edit_mode, +4 more.
flow_edit_videoA
Edit a video with a short instruction: add or remove an object, restyle, relight.
Keep the prompt short ('Make the jacket red', 'Add light snowfall', 'Make this anime'). Give ONE source: a storyboard shot (the edit becomes a new take), a local video of 15 s or less, or a previous_interaction_id from an earlier video result.
Args: prompt: The change to make. shot: Storyboard shot number to edit (uses its selected take). video_path: Local MP4 to edit. previous_interaction_id: interaction_id from an earlier video tool result. resolution: '360p', '720p', '1080p' or '4k' (default: same as the shot's take, else 720p). keep_rest: Add 'Keep everything else the same.' (recommended). confirm_cost: Set true only after the user accepted the cost estimate. project_name: Project to use when shot is given (default: active project).
Inputs: prompt (required), shot, keep_rest, resolution, +4 more.
flow_estimate_costB
Estimate the cost of a generation before running it (nothing is generated).
Args: kind: 'image' or 'video'. model: Image model alias/id (ignored for video). count: Number of images. image_size: '1K', '2K' or '4K'. duration_seconds: Video length. resolution: '360p', '720p', '1080p' or '4k'.
Inputs: kind, count, model, image_size, +2 more.
flow_extend_videoA
Continue or edit a video with Gemini Omni Flash.
Best: pass previous_interaction_id from an earlier video result (keeps full context, supports new dialogue). Otherwise pass video_path to upload a clip of 15 s or less. Extension adds 3-10 s per turn, up to 30 s total. Prompts like "Make the sky purple" edit the clip instead of extending it.
Args: prompt: How the scene continues, or what to change. video_path: Local MP4 to extend (uploaded through the Files API). previous_interaction_id: interaction_id printed by an earlier video tool. duration_seconds: Length of the new part, 3-10. resolution: '360p', '720p', '1080p' or '4k'. reference_image_paths: Images of new characters/objects to bring in. confirm_cost: Set true only after the user accepted the cost estimate. output_dir: Override the output folder. aspect_ratio: '16:9' or '9:16'. Usually not needed: a local clip's shape is detected. Pass it if a vertical clip comes back landscape.
Inputs: prompt (required), output_dir, resolution, video_path, +5 more.
flow_generate_imageA
Generate 1-4 images from a text prompt with a Nano Banana model.
Args: prompt: Description of the image. Text inside quotes is rendered as on-image text. model: 'fast' (Nano Banana 2.1, default), 'pro' (Nano Banana Pro), 'lite', or a full model id. number_of_images: 1-4 (each image is a separate request and is billed separately). aspect_ratio: e.g. '1:1', '2:3', '3:4', '4:5', '9:16', '16:9', '21:9'. Overrides preset. image_size: '1K', '2K' or '4K'. Overrides preset. Lite supports 1K only. preset: Format preset, e.g. 'youtube-thumbnail', 'shorts', 'pinterest-pin', 'worksheet'. style: Style preset, e.g. 'photo', 'watercolor', 'kids-book', 'infographic'. negative_prompt: Things to avoid. output_dir: Override the output folder.
Inputs: prompt (required), model, style, preset, +5 more.
flow_generate_image_with_referencesA
Generate images guided by up to 14 reference images (characters, objects, style).
Nano Banana 2.1: up to 10 object + 4 character images. Nano Banana Pro: up to 6 object + 5 character + 3 style images.
Args: prompt: What to create and how to use the references. reference_image_paths: 1-14 image paths. model: 'fast' (default), 'pro', 'lite', or a full model id. aspect_ratio / image_size / preset / style: same as flow_generate_image. number_of_images: 1-4. output_dir: Override the output folder.
Inputs: prompt (required), reference_image_paths (required), model, style, +5 more.
flow_generate_musicA
Generate music with Lyria: a 30-second clip (about $0.04) or a full song (about $0.08).
Describe genre, mood, tempo and instruments. In a project the track becomes the film's background music (looped and faded out by flow_assemble).
Args: prompt: e.g. 'warm lo-fi piano with soft vinyl crackle, 80 bpm, hopeful'. kind: 'clip' (30 s) or 'song' (a couple of minutes, can include lyrics). instrumental: Ask for no vocals (default true; best for background music). attach: Store it as the active project's music. project_name: Project to use (default: active project, if any).
Inputs: prompt (required), kind, attach, instrumental, +1 more.
flow_generate_narrationA
Generate a voice-over with Gemini TTS (130+ languages, including Korean; very cheap).
Inline tags such as , or are supported. In a project the narration is laid over the film from the start by flow_assemble.
Args: text: The words to speak. voice: Prebuilt voice, e.g. Kore (firm), Puck (upbeat), Charon (informative), Aoede (breezy), Sulafat (warm), Achird (friendly), Gacrux (mature). style: Delivery, e.g. 'calm documentary narrator' or 'excited, fast'. attach: Store it as the active project's narration. project_name: Project to use (default: active project, if any).
Inputs: text (required), style, voice, attach, +1 more.
flow_generate_videoA
Generate a video with native audio using Gemini Omni Flash.
Args: prompt: Scene, camera movement, lighting, mood, sound. Say "single continuous shot" if you do not want cuts. duration_seconds: 3-15 (3-10 when last_frame_path is given). aspect_ratio: '16:9' or '9:16'. Overrides preset. resolution: '360p', '720p' (default), '1080p' or '4k' (1080p/4k are upscaled). preset: e.g. 'shorts' (9:16) or 'youtube-thumbnail' (16:9). camera: Camera move preset ('push-in', 'orbit', 'drone', 'handheld', ... see flow_list_presets) or your own description. negative_prompt: Things to avoid (e.g. "no dialogue, no text"). anchor_frame_path: Image to start from (image-to-video). last_frame_path: Image to end on (needs anchor_frame_path; interpolation). reference_image_paths: Up to 6 images of characters/objects to keep consistent. confirm_cost: Set true only after the user accepted the cost estimate. output_dir: Override the output folder. enhance_prompt: Ignored. Kept for compatibility with 0.1.0.
Inputs: prompt (required), camera, preset, output_dir, +9 more.
flow_image_to_videoA
Pipeline: make (or reuse) an anchor image, then animate it with Gemini Omni Flash.
Args: video_prompt: How the scene should move. image_prompt: Prompt for a new anchor image (if image_path is not given). image_path: Existing image to animate. image_model: 'pro' (default here, best detail), 'fast' or 'lite'. duration_seconds: 3-15. aspect_ratio: '16:9' or '9:16'. Overrides preset. resolution: '360p', '720p', '1080p' or '4k'. preset: e.g. 'shorts' or 'youtube-thumbnail'. style: Style preset for the anchor image. negative_prompt: Things to avoid in both steps. confirm_cost: Set true only after the user accepted the cost estimate. output_dir: Override the output folder.
Inputs: video_prompt (required), style, preset, image_path, +8 more.
flow_ingredient_saveA
Save a reusable ingredient (character, object, location or style) in the project.
Afterwards write @name in any prompt (image, video, storyboard shot) and its reference images and description are attached automatically, which keeps the look consistent.
Args: name: Short handle, e.g. 'mira'. Used as @mira. description: What must stay the same (face, hair, clothes, colors, materials...). kind: 'character', 'object', 'location' or 'style'. image_paths: 1-3 existing reference images (copied into the project). generate: If true and no images are given, generate a reference sheet from the description. model: Image model for generate ('fast' default, 'pro' for more detail). project_name: Project to use (default: active project).
Inputs: name (required), description (required), kind, model, +3 more.
flow_list_presetsB
List format presets, style presets, current models and limits.
Inputs: no named parameters.
flow_projectA
Create or open a project (it becomes the active one), or show the active project's status.
A project is a folder holding ingredients, a storyboard, takes, audio and finished films.
Args: name: Project name. New name = create; existing name = open. Omit to see the status. title: Display title. logline: One-sentence summary of the piece. aspect_ratio: '16:9' (default) or '9:16' for Shorts/Reels. style: A look applied to every shot, e.g. 'warm watercolor picture book'.
Inputs: name, style, title, logline, +1 more.
flow_reviewA
Look at a generated file: returns the image, or evenly spaced frames of a video.
Use this to check a result with your own eyes before telling the user it is good: faces and hands, text spelling, continuity between frames, whether the prompt was followed.
Args: path: Image or video file. frames: Number of video frames to sample (1-12, default 6).
Inputs: path (required), frames.
flow_shot_updateA
Change one shot: its text, which take is used, or where it is trimmed in the final cut.
Changing prompt or ingredients clears the keyframe so it is regenerated next time.
Args: shot: Shot number. prompt / action / duration / camera / dialogue / sound / ingredients: new values. select_take: Take number (1 = first) to use in flow_assemble. trim_start: Seconds to cut from the start of the take in the final cut (0 = none). trim_end: Second at which the take ends in the final cut (0 = until the end). project_name: Project to use (default: active project).
Inputs: shot (required), sound, action, camera, +8 more.
flow_storyboard_keyframesA
Generate one still image (keyframe) per shot and return a contact sheet to look at.
Keyframes are cheap (about $0.03 each with the fast model) and become the first frame of each video, so fix the look here before paying for video.
Args: shots: Shot numbers. Default: shots without a keyframe (all shots if redo=true). model: 'fast' (default), 'pro' or 'lite'. image_size: '1K' (default) or '2K'. redo: Regenerate keyframes that already exist. project_name: Project to use (default: active project).
Inputs: redo, model, shots, image_size, +1 more.
flow_storyboard_planA
Set the storyboard: an ordered list of shots. Nothing is generated yet.
Each shot is an object with: prompt (required): what we see: subject, place, light. Use @name for ingredients. action: what moves or happens during the shot. duration: seconds, 3-15 (default 5). camera: a camera preset ('push-in', 'orbit', 'drone', ...) or your own words. dialogue: spoken line(s), e.g. 'Mira says: "We made it."' sound: sound design, e.g. 'soft rain, distant thunder, no music'. ingredients: extra ingredient names to attach besides the @tags.
Args: shots: The shot list. mode: 'replace' (default; refuses if existing shots already have keyframes or takes), 'append' (add to the end) or 'reset' (drop the old plan; files stay on disk). project_name: Project to use (default: active project).
Inputs: shots (required), mode, project_name.
flow_storyboard_renderA
Render storyboard shots to video (keyframe = first frame, ingredients = references).
Shots render in parallel as background jobs. The call waits up to wait_seconds and then returns; unfinished shots keep rendering, and flow_project shows their progress. A standard/high render is a new generation from the same keyframe, so motion can differ from the draft while the look stays the same.
Args: shots: Shot numbers. Default: every shot without a take at this quality. quality: 'draft' (360p, cheapest, for checking motion), 'standard' (720p) or 'high' (1080p). confirm_cost: Set true only after the user accepted the cost estimate. wait_seconds: How long to wait before returning (default 150). project_name: Project to use (default: active project).
Inputs: shots, quality, confirm_cost, project_name, +1 more.
flow_usage_todayA
Show today's generation count and estimated spend from the local log.
Inputs: no named parameters.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
Scored across 21 tools
Most tools target a distinct resource+action: image generate/edit/reference, video generate/extend/edit, storyboard plan/keyframe/render, and assembly. A few pairs share inputs and could be momentarily confused (flow_edit_video vs flow_extend_video both take video_path/previous_interaction_id; flow_generate_video vs flow_image_to_video), but the descriptions draw clear boundaries (edit changes content, extend continues the scene).
All names are snake_case with a uniform flow_ prefix, which is good, but verb/noun ordering is mixed: verb_noun in flow_generate_image, flow_edit_video, flow_list_presets, yet noun_verb in flow_ingredient_save, flow_storyboard_plan, flow_shot_update, plus bare nouns/verbs like flow_project, flow_board, flow_assemble. Readable, but not a predictable single pattern.
21 tools is above the ideal 3-15 band, but the surface maps to a genuine multi-stage studio workflow (project setup, ingredients, storyboard, keyframes, renders, audio, assembly, review), so almost every tool earns its place. Minor redundancy exists between image-to-video and the generate/extend pair.
Covers the full lifecycle: project creation, reusable ingredients, storyboard authoring, keyframe preview, video rendering, music/narration, final assembly, cost estimation, usage tracking, and visual review. Gaps are minor: no explicit ingredient or take deletion, no project listing/selection beyond the active project, and no subtitle/caption tooling.
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