mcp server
studiowright
StudioWright: Google Flow and Google Flow Music from your terminal and your AI agent, through your own signed-in Chrome. Unofficial; not affiliated with Google.
Set up
Runs on your computer. Pick your agent and operating system.
Before you start
- uv (`curl -LsSf https://astral.sh/uv/install.sh | sh`)
{
"mcpServers": {
"studiowright": {
"command": "uvx",
"args": [
"studiowright"
]
}
}
}same format Cursor, GitHub Copilot CLI, Junie, JetBrains AI Assistant, Augment (Auggie CLI), Factory Droid, Kiro, Devin CLI +12
Values in angle brackets are placeholders. Restart Claude Desktop after editing its config.Claude Desktop docs
README
synced Oct 21, 2026StudioWright
Google Flow and Google Flow Music, from your terminal and your AI agent.
Images, video clips and songs made in your own signed-in Chrome, on your own subscription. No API keys. No cookie exports. No captcha solvers. No browser extension.
[!IMPORTANT] StudioWright is an independent, unofficial project. It is not affiliated with, endorsed or sponsored by Google. It drives Flow's and Flow Music's web pages in your browser and spends your credits. Read the disclaimer before you use it.
sw image "a lighthouse keeper with a teal coat, flat textured 2D" --aspect 16:9
sw video "he turns towards the sea" --start keeper.jpg --duration 4 --resolution 360p
sw music "moody indie folk, warm male vocal" --lyrics-file chorus.txt --length 1:00
Contents
- Showcase
- Why StudioWright
- Features
- Install
- Quick start
- Use it from AI agents
- Command reference
- Batch files
- Costs and safety
- How it works
- Troubleshooting
- Configuration
- Development
- Disclaimer
Showcase
Everything here was made with StudioWright, from one small batch file and two chat messages.
{"id": "keeper", "kind": "image", "prompt": "a lighthouse keeper with a teal coat, standing, flat textured 2D illustration", "refs": ["style.png"]}
{"id": "keeper-close", "kind": "image", "prompt": "close-up portrait of the same lighthouse keeper, flat textured 2D", "refs": ["keeper"]}
{"id": "keeper-clip", "kind": "video", "prompt": "the lighthouse keeper turns his head towards the sea, gentle wind", "start": "keeper", "resolution": "360p", "duration": 4}
The song took two chat turns:
sw music chat "Write a four-line chorus about a lighthouse keeper who waits for the ships."
sw music chat "Moody indie-folk please. Make the song now, about one minute long." --session <id from the first reply>
Why StudioWright
Most ways to automate Google's media models need one of these: a paid API key, cookies copied out of your browser, a captcha-solving service, an unpacked browser extension, or a third-party relay that holds your session. StudioWright needs none of them.
| Paid model APIs | Cookie-based wrappers | Hosted relays | StudioWright | |
|---|---|---|---|---|
| Uses the credits of your Flow / Flow Music plan | ✗ | ✓ | ✓ | ✓ |
| No API key or per-call billing | ✗ | ✓ | ✗ | ✓ |
| Your session never leaves your machine | ✓ | ✗ | ✗ | ✓ |
| No captcha solving or token forging | ✓ | ✗ | ? | ✓ |
| Every option of the web app | partial | partial | partial | ✓ |
| Images, video and music in one tool | ✗ | ✗ | partial | ✓ |
What makes it different:
- It acts like you. StudioWright types, clicks and chooses files in Flow's real pages, in a Chrome you signed in to yourself. It only reads the replies those pages receive, to learn ids and download links. It never forges, replays or alters a request.
- One package, three front doors. The same engine is a CLI (
sw), an MCP server (sw mcp) and a Claude Code plugin. - Built for real production. Price checks before you spend (
--dry-run,--max-credits), resumable batch files that chain results, sized downloads (2K images, 1080p/4K clips), pacing across processes, and a cooldown when Google asks for a break. - Fast on a warm tab. About 20 s for an image, 30-60 s for a clip, 40 s for a song.
Features
Images (Google Flow)
- Nano Banana 2.1 (default), Nano Banana Pro and Nano Banana 2 Lite.
- Aspect ratios 16:9, 4:3, 1:1, 3:4, 9:16; one to four images per call.
- Reference images from files or earlier results; each file is uploaded once per project and then reused by content.
- Downloads at Flow's own sizes: 1K (original), 2K (upscaled by Flow), 4K where the plan allows.
Video (Google Flow)
- Omni Flash (default), Veo 3.1 Lite, Fast and Quality.
- Text only, start frame, start and end frames, or ingredients (several reference images).
- Omni: 360p / 720p and 4, 6, 8 or 10 s. Aspect 16:9 or 9:16.
- Downloads at 720p, 1080p or 4K (upscaled by Flow), or as a GIF.
--dry-runshows Flow's price without submitting;--max-creditsrefuses anything more expensive.
Music (Google Flow Music)
- Songs with your lyrics (any language) or instrumentals; Lyria 3.5 or Lyria 3 Pro; BPM, length (1:00-3:00), seed, title, and cover art from a file or a prompt.
- Edit existing songs: extend, cover in another style, replace a section, variation, trim.
- Stems: drums, bass, vocals and other, each as its own file.
- Downloads: WAV (48 kHz), M4A or MP3; vertical MP4 videos from Flow Music's templates.
- The Producer agent: chat with it to write lyrics, plan songs, remix your own audio or make AI music videos; songs it makes are saved automatically.
- Your own audio: upload a file and extend, cover or split it like any other song.
Automation
- CLI with
--jsonoutput, an MCP server with 16 tools, and a Claude Code plugin with a skill. - JSON Lines batch files that resume where they stopped and pass results between jobs.
- A job history (
sw jobs) and a screenshot of the page whenever a job fails.
Install
Requirements: Python 3.12+, uv, Google Chrome, and a Google account with a Flow plan (images and video) and/or a Flow Music plan (music).
uv tool install git+https://github.com/umutkocak/studiowright
sw --version
This puts two identical commands on your PATH: studiowright and its short form sw.
git clone https://github.com/umutkocak/studiowright.git
cd studiowright
uv sync
uv tool install --python 3.13 -e .
Updating
- Plugin (MCP server and skill):
claude plugin update studiowright@studiowright, or in Claude Code/plugin→ Installed → studiowright → Update now; then/reload-plugins. Each plugin version runs the StudioWright release of the same version. To update automatically, turn it on once:/plugin→ Marketplaces → studiowright → Enable auto-update. - Command line:
uv tool install --force git+https://github.com/umutkocak/studiowright@vX.Y.Zwith the release you want (see Releases).
Quick start
1. Sign in once. Chrome opens on a profile that belongs to StudioWright only. Sign in to Google, open Flow once, then close the window.
sw auth login
sw auth login --url https://www.flowmusic.app/ # only if you will make music
Run sw stop first if StudioWright's Chrome is already running.
2. Make something.
sw image "a red fox in the snow, flat 2D" --aspect 1:1
sw video "slow push-in on a quiet harbour at dawn" --model veo-lite --dry-run # price only
sw music "calm documentary underscore, soft piano, warm strings" --bpm 80 --length 1:30
Files land in Downloads/studiowright (change it with --out), and each command prints
their paths. Add --json for ids, sizes, timings and credits.
3. Keep Chrome in the background. sw window hide moves the window off-screen. Never
minimize it: a minimized Chrome stops rendering and Flow stalls.
Use it from AI agents
Every client below runs the same server: sw mcp (stdio). If a client cannot find sw,
give it the full path (where sw on Windows, which sw elsewhere).
Generating takes real time (an image ~20 s, a clip up to a few minutes), so give the client a generous tool timeout where it has one.
Claude Code plugin (recommended)
The plugin adds the MCP server and a skill that teaches Claude the options, prices and safe habits.
claude plugin install studiowright --marketplace umutkocak/studiowright
or inside Claude Code:
/plugin marketplace add umutkocak/studiowright
/plugin install studiowright@studiowright
The plugin starts its own matching StudioWright release with uvx, so it needs only uv
and Chrome; installing sw separately is for the command line.
Then just ask:
Make a 16:9 image of a lighthouse keeper, then a 4-second clip where he turns to the sea. Check the price first.
Write a one-minute instrumental bed for a documentary intro and give me the stems.
Claude Code (MCP server only)
claude mcp add --scope user studiowright -- sw mcp
For long video jobs, raise the tool timeout, e.g. MCP_TOOL_TIMEOUT=900000 in your
environment.
Settings → Developer → Edit Config, then add the server to claude_desktop_config.json
(%APPDATA%\Claude\ on Windows, ~/Library/Application Support/Claude/ on macOS):
{
"mcpServers": {
"studiowright": { "command": "sw", "args": ["mcp"] }
}
}
Quit Claude Desktop completely and start it again.
~/.cursor/mcp.json (all projects) or .cursor/mcp.json (one project):
{
"mcpServers": {
"studiowright": { "command": "sw", "args": ["mcp"] }
}
}
.vscode/mcp.json (note the servers key):
{
"servers": {
"studiowright": { "type": "stdio", "command": "sw", "args": ["mcp"] }
}
}
For all workspaces, run MCP: Open User Configuration and add the same entry.
codex mcp add studiowright -- sw mcp
or in ~/.codex/config.toml:
[mcp_servers.studiowright]
command = "sw"
args = ["mcp"]
tool_timeout_sec = 900
gemini mcp add -s user studiowright sw mcp
or in ~/.gemini/settings.json:
{
"mcpServers": {
"studiowright": { "command": "sw", "args": ["mcp"], "timeout": 900000 }
}
}
MCP tools
| Tool | What it does |
|---|---|
flow_generate_image | Images with any model, aspect, count, references and download size |
flow_generate_video | Clips with any model and mode, frames, references, size; dry_run, max_credits |
flow_upload / flow_download | Upload references once; fetch existing media again at any size |
flow_create_project / flow_use_project | Choose where Flow keeps the work |
flow_options / flow_status | Every model and option; recent jobs, pacing and cooldown |
music_generate | A song or instrumental, with lyrics, BPM, length, seed, model, title, cover art |
music_edit | Extend, cover, replace, variation or trim an existing song |
music_stems | Split a song into drums, bass, vocals and other |
music_video | A vertical MP4 of a song from Flow Music's templates |
music_download | Existing songs as WAV, M4A or MP3 |
music_library | The newest songs, the credit balance and the plan (free) |
music_chat | Talk to the Producer agent; saves any songs it makes |
music_upload | Upload your own audio as a private song |
Command reference
sw --help and sw <command> --help show every option. The most used ones:
Images and video
sw image "PROMPT" [--model nano-banana-2.1|nano-banana-pro|nano-banana-2-lite]
[--aspect 16:9|4:3|1:1|3:4|9:16] [--count 1-4] [--ref FILE_OR_ID ...]
[--size 1K|2K|4K] [--project ID] [--out DIR] [--json]
sw video "PROMPT" [--model omni-flash|veo-lite|veo-fast|veo-quality] [--mode frames|ingredients]
[--start FILE_OR_ID] [--end FILE_OR_ID] [--ref FILE_OR_ID ...]
[--aspect 16:9|9:16] [--resolution 360p|720p] [--duration 4|6|8|10]
[--size 720p|1080p|4K|270p] [--max-credits N] [--dry-run] [--json]
sw upload FILE ... # upload references once, print their media ids
sw download MEDIA_ID ... [--size 2K|1080p]
sw project create "TITLE" | use ID | list
sw run BATCH.jsonl [--keep-going]
sw credits # Flow (as of the last clip) and Flow Music balances
sw jobs | sw pace | sw window show|hide | sw stop | sw mcp
Music
SONG is a song id, a unique id prefix, a flowmusic.app song URL, or last.
sw music "SOUND" [--lyrics TEXT | --lyrics-file FILE] [--bpm N] [--length 1:00-3:00] [--seed N]
[--model lyria-3.5|lyria-3-pro] [--title T] [--cover IMAGE | --cover-prompt TEXT]
[--format wav|m4a|mp3] [--out DIR] [--json]
sw music extend SONG [--from 0:45] [--until 2:30] [--prompt TEXT] [--lyrics-file FILE]
sw music cover SONG --prompt "slow jazz trio, brushed drums"
sw music replace SONG --start 0:20 --end 0:35 [--prompt TEXT] [--lyrics-file FILE]
sw music variation SONG
sw music trim SONG --start 0:05 --end 0:35
sw music stems SONG
sw music video SONG [--template simple|modern|player]
sw music download SONG ... [--format wav|m4a|mp3]
sw music chat "MESSAGE" [--session ID] [--audio FILE] [--image FILE] [--confirm-rights]
sw music upload FILE --confirm-rights
sw music list | sw music credits
sw music "SOUND" is short for sw music create "SOUND". Flow Music asks you to confirm
that you have the rights to files you upload; --confirm-rights is that confirmation, and
StudioWright never gives it on its own.
Batch files
A batch is JSON Lines (one job per line) or a JSON list. Jobs run in order, and a job can
use an earlier job's result by its id.
{"id": "keeper", "kind": "image", "prompt": "a lighthouse keeper, flat 2D", "refs": ["style.png"]}
{"id": "clip", "kind": "video", "prompt": "he turns to the sea", "start": "keeper", "duration": 6, "max_credits": 12}
{"id": "bed", "kind": "music", "sound": "calm piano underscore", "length": "1:30"}
{"id": "bed-long", "kind": "music", "action": "extend", "song": "bed", "end": "2:30"}
{"id": "bed-stems", "kind": "music", "action": "stems", "song": "bed-long"}
sw run shots.jsonl
refs,startandendtake file paths (relative to the batch file), media ids or job ids. A music job'ssongtakes a song id or a job id.- Music
actions:create(default),extend,cover,replace,variation,trim,stems,video. Extend, replace and trim take their times asstart/end. - Results are appended to
shots.jsonl.results.jsonl. Running the batch again skips jobs that already finished;--keep-goingcontinues past a failure.
Costs and safety
Prices as Flow and Flow Music showed them in October 2026. Your plan may differ.
| Google Flow | Credits |
|---|---|
| Image, any Nano Banana model | 0 (daily quota) |
| Omni Flash clip, 360p, 4 s | 4 |
| Omni Flash clip, 720p, 4 / 6 / 8 / 10 s | 7 / 10 / 12 / 15 |
| Veo 3.1 Lite / Fast / Quality, 8 s | 10 / 20 / 100 |
| Google Flow Music | Credits | Time |
|---|---|---|
| New song, extend, cover, replace, variation | 5 | 30-50 s |
| Trim, stems, video template, chat, upload, downloads | 0 | 10-60 s |
| Song made by the Producer in chat | 5 | ~40 s |
| AI music video (through chat) | expensive; check in the app | minutes |
Built-in guards:
--dry-run/dry_runsets up a clip and reports Flow's price without submitting.--max-credits/max_creditsrefuses a clip that costs more.- Submits are spaced (20 s plus jitter) per profile, across processes.
- When Google reports unusual activity, the profile cools down for 30 minutes and every call says so instead of retrying.
- One job at a time per profile (and one Flow Music job at a time), queued by a lock. Downloads run in a tab of their own beside generations, since they submit nothing.
- Upscaled downloads (2K/4K, 1080p) are spaced a minute apart. Flow refuses bulk upscaling with "unusual activity"; StudioWright then pauses upscales for an hour (generations go on) and saves new media at their original size meanwhile.
How it works
flowchart LR
A["You, Claude or any MCP client"] -->|"sw … / MCP tools"| B["StudioWright"]
B -->|"CDP on 127.0.0.1"| C["Your Chrome<br/>dedicated profile, signed in by you"]
C -->|"types, clicks, chooses files"| D["Google Flow"]
C -->|"types, clicks, chooses files"| E["Google Flow Music"]
D -. "replies are read, never changed" .-> B
E -. "replies are read, never changed" .-> B
B --> F[("Downloads/studiowright")]
- StudioWright starts your installed Chrome on its own profile and attaches over the DevTools protocol on loopback. Chrome keeps running between commands, so every call finds a warm, signed-in tab.
- Inputs are a person's actions: typing, clicking, menus and the file chooser.
- The pages' own replies are read to learn ids, progress and download links. Requests are never intercepted, replayed or rewritten, and protective tokens are never touched.
- Nothing is sent anywhere except to Google, by Google's own pages. Your password is typed by you, once, in Chrome.
Technical notes: Flow · Flow Music.
Troubleshooting
Run sw stop, then sw auth login (Flow) or sw auth login --url https://www.flowmusic.app/
(Flow Music), sign in, and close the window.
Make sure StudioWright's Chrome window is not minimized (sw window hide is the safe way
to hide it). Run with sw -v … to see each step. A failed job leaves a screenshot in the
incidents folder of the data directory, and sw jobs shows the error.
sw download <media id> fetches it without generating again. The timeout message prints
the ids.
Google asked for a break. Wait for the cooldown (sw pace shows it), and spread large
batches out. Do not run several profiles of the same account in parallel.
Flow's grid only renders the tiles near the viewport. StudioWright finds older references
by searching the prompt box's picker (uploads keep their sw-<hash> name) or by scrolling
the grid from where the medium should be, and downloads open each medium's own edit view,
so position in the grid does not matter. Uploaded images download only at their own size;
Flow upscales generated media only.
Flow limits how many upscales an account may request in a row and answers further ones
with "unusual activity". StudioWright stops at the first refusal, pauses upscales for an
hour (sw pace shows it) and keeps generating. Download the originals meanwhile, upscale
fewer media, or upscale locally.
Flow Music sometimes cannot render a template for a song. Try again or pick another
template (--template modern|simple|player).
Give the client the full path of sw. The Claude Code plugin needs uvx (part of uv) on
the PATH. sw mcp run in a terminal should wait silently for input.
Configuration
| Variable | Meaning | Default |
|---|---|---|
STUDIOWRIGHT_PROFILE | Chrome profile to use | default |
STUDIOWRIGHT_HOME | data directory: profiles, job database, incidents | %LOCALAPPDATA%\studiowright on Windows |
STUDIOWRIGHT_OUTPUT | where files are saved | Downloads/studiowright |
STUDIOWRIGHT_GAP_S, STUDIOWRIGHT_JITTER_S | pacing between submits | 20 s + 0-6 s |
STUDIOWRIGHT_COOLDOWN_S | pause after an unusual-activity refusal | 1800 s |
STUDIOWRIGHT_UPSCALE_GAP_S, STUDIOWRIGHT_UPSCALE_JITTER_S | spacing of upscaled downloads | 60 s + 0-20 s |
STUDIOWRIGHT_UPSCALE_COOLDOWN_S | pause of upscales after a refusal | 3600 s |
STUDIOWRIGHT_SOURCE | what the Claude Code plugin runs with uvx --from (e.g. a local checkout) | the plugin's own release |
Several Google accounts
Each profile is one signed-in Google account with its own Chrome, queue and credits. Profiles run in parallel; jobs on the same profile take turns.
sw --profile account-1 auth login # name it as you like; sign in, close the window
sw --profile account-1 image "…" # or set STUDIOWRIGHT_PROFILE=account-1
sw auth list # each profile and the account it is signed in to
sw auth rename account-1 studio # keeps the sign-in, projects and settings
sw auth logout studio # removes the profile from this computer
logout deletes only the profile's Chrome data and StudioWright's records of it.
Downloaded files stay where they are, and the projects stay in your Google account.
Both rename and logout wait until that profile's Chrome is closed (sw stop).
Development
uv sync
uv run pytest # unit tests, no browser needed
uv run ruff check src tests spikes
src/studiowright/flow/drives Flow,src/studiowright/music/drives Flow Music, andstudio.pyadds locking, pacing, job records and downloads on top.spikes/holds the small scripts used to map each page. Most only open menus and read replies, at no cost; their docstrings say when one spends credits.- Tested on Windows 11. The code also finds Chrome on macOS and Linux, but those platforms have not been tested yet.
Disclaimer
- StudioWright is not affiliated with, endorsed or sponsored by Google LLC. Google, Flow, Flow Music, Veo, Nano Banana and Lyria are trademarks of Google LLC.
- The MIT license covers this code only. It grants no rights to Google's services or to what they generate. Your use of Flow and Flow Music, and of their output, is governed by Google's terms and your plan.
- Automated use of a web app may conflict with its terms. Use your own account, at your own risk and at a human pace. StudioWright stops when Google asks it to.
- The web apps can change at any time and break StudioWright until it is updated.
License
MIT © 2026 Umut Koçak