ClawsGO is a research AI agent that searches, runs code, and returns cited files from a task you write.
Core capabilities
Turn a research task into a traceable draft
The input is a task, plus files or folders you choose to include. The product shows a plan and a step trace: searches, pages read, commands, and file edits, and that run can be replayed. Homepage examples show literature screening, tables, figures, and a drafted section. They are illustrations, not a promise of the same sources or duration. Deliverables named on the site include research reports, cited LaTeX drafts compiled to PDF, datasets, and plots.
Read the web beside the agent
A cloud browser runs in the same task. It can open papers, pull methods into notes, and leave a trail you can take over.
Draft in LaTeX and revise figures
The LaTeX workbench puts source and PDF side by side and compiles on pause, with SyncTeX and journal engines named on the site. A figure is stored with its code, environment, and revision history. You can mark a problem on the plot and ask the agent to change items such as the legend or axis.
Run it in the cloud, on this computer, or on a lab machine
Each task can use a cloud host or this computer. The desktop app, version 1.1.4 on the download page, is offered for Apple silicon Macs, Intel Macs, and Windows. It reads files only in folders you authorize and can reveal results in Finder or File Explorer. A lab computer can be registered over SSH so a heavier job runs there and checkpoints sync back to the workspace. Sandbox compute and baseline storage are included and are not a separate credit charge. Installable apps are documented for macOS and Windows.
How to use it
- Sign in with Google. The terms require you to be at least 18, or the age of majority where you live if that is higher.
- Write the task in the web app, or install the desktop app, sign in, and choose this computer or a cloud host. Use @ for files and tasks, and / for commands and skills, as the composer states.
- Watch the trace or leave the run. Cloud hosts are described as continuing after the laptop is closed.
- Open the files it produced. The terms say outputs can be wrong, incomplete, or out of date, and that you should verify anything you plan to publish or cite. They also say ClawsGO assigns you its rights in those outputs if you follow the terms, with no attribution required, while similar prompts may produce similar outputs for someone else.
Who it suits
ClawsGO suits a researcher or analyst who can state a task, supply source material, and check citations, numbers, and code before using them. The site also shows literature reviews, lab jobs, policy briefs, diligence memos, and engineering write-ups. It is a poor fit if you will not review the result, or if you want medical, legal, or financial advice. The terms say not to treat outputs as that advice. Anyone under 18 is outside the stated audience.
For a long task with files to keep, check the free credit balance and which model the current plan can run. A plain chat tool is a different choice when you do not need browsing, code, or a document.
Pricing, access and limits
The free plan is $0 and does not require a payment method. It includes 1,500 sign-up credits that do not expire, ClawsGO 1.5 Lithium, 2 parallel tasks, and cloud browser plus desktop automation. Paid plans on the pricing page are Plus at $9.9 per month for 30,000 credits, Pro at $29.9 for 120,000, Max at $99.9 for 500,000, and Ultra at $299.9 for 2,000,000. Yearly billing is listed at 40% off, with credits still arriving monthly. Higher tiers add the models named on that page and raise parallel tasks, disk, and host size. Business is listed at $999 per month and Enterprise from $2,999 per month.
Billing terms say plans do not auto-renew: after the months you buy, the account returns to the free tier. Monthly cycle credits lapse if unused; on a yearly plan the unused remainder becomes permanent. Sign-up grants, referral rewards, and top-ups are permanent and do not expire. The stated unit is 3,000 credits per US dollar, while the published monthly grant is what each plan actually receives. Usage is metered by tokens, with a reference multiplier in the model menu. After a downgrade, leftover credits can be spent only on models the current plan allows. Pro and above can buy credit packs that do not change plan limits. Payments are non-refundable except where the law requires it; credits used by a task that fails because of a fault on their side are returned. Deleting the account forfeits remaining credits.
The privacy policy says task content is sent to the model provider for that step, with Anthropic and OpenAI named as examples, and that ClawsGO does not use your content to train its models or sell personal data. It names Alibaba Cloud in Hong Kong, Stripe for payments, and Google for sign-in. Tasks and deliverables stay while the account exists.
Frequently asked questions
Is there a free way to try ClawsGO?
Yes. The free plan includes 1,500 sign-up credits that do not expire, ClawsGO 1.5 Lithium, two parallel tasks, and the cloud browser. More models and larger monthly grants require a paid plan. No payment method is required to start.
Do paid plans renew by themselves?
No. The terms say a plan runs for the months you purchase and then the account moves back to the free tier. Nothing is charged at expiry.
Is my task content used to train ClawsGO?
The privacy policy says your content is not used to train their models. It is sent to the provider of the model that runs that step, and which model ran is shown in the product.
What do I actually receive, and can I publish it?
You receive files the run produces, such as a report, dataset, figure, or LaTeX PDF. If you follow the terms, ClawsGO assigns you its rights in those outputs and does not require attribution. You still have to check them: the terms say outputs may be wrong and are not professional advice.
Where can a task run?
In the web app, in the macOS or Windows desktop app on this computer, on a cloud host, or on a lab machine you register over SSH. The site also says the same task is visible on a phone; a separate iOS or Android app is not documented. The desktop app reads only folders you authorize.
