AI agents for Bubble
A Monmo agent works on your Bubble app the way a no-code developer joining the project would. It tests the development version in its own browser, reviews privacy rules on every data type, traces which workflows use the most workload units, cleans data and documents how the app hangs together. It asks before it changes the editor, edits records or deploys anything to live.
Updated 2026-11-13 · Free to start. Paid plans from $15 a month.
What agents do in Bubble
Test the development version
Before a release, the agent walks through sign-up, checkout and the account pages of your development version in its own browser, at desktop and phone width, and lists every bug with steps and a screenshot.
AskTest sign-up and checkout on our Bubble development version, on desktop and at phone width. List every bug with steps.
Review privacy rules
It goes through each data type in the editor, reads its privacy rules and checks which fields a logged-out visitor or another user could read, then lists the gaps with the rule it would add.
AskCheck privacy rules on every data type and tell me where another user could see data they should not.
Trace workload unit spend
It reads the workload metrics in the Logs tab, ranks the workflows, searches and page loads that use the most, and suggests changes such as fewer searches inside repeating groups. Editing the app asks first.
AskOur workload units doubled this month. Find which workflows and searches are responsible and suggest fixes.
Clean up records in bulk
Through the Data API it finds duplicate users, orders with no customer or fields filled inconsistently, lists the count and a sample in Google Sheets, and makes the changes in batches you approve.
AskFind duplicate User records by email and prepare a merge plan. Show me a sample before changing anything.
Document how the app works
It lists data types, fields, option sets, backend workflows and API Connector calls, explains what each workflow does in a sentence, and writes the handbook in Google Docs for the next developer.
AskWrite a Google Doc that explains our Bubble app: data types, option sets, backend workflows and API calls.
Build a feature in development
Describe a feature, such as a Stripe checkout for annual plans, or share the Figma frames, and it writes the plan first: data changes, workflows and pages. Once you agree, it builds in the development version.
AskPlan an annual plan checkout with Stripe in our Bubble app. Show me the plan before you build anything.
Prepare the deploy to live
It runs the issue checker, compares development with live, writes release notes and lists any database changes that need care, then asks before it deploys the development version to live.
AskGet today's changes ready to deploy to live: check for issues, write release notes and ask me before deploying.
How it connects
- 1For data work you enable the Data API under Settings, API, and connect the API token it generates. That token acts as an admin and is not limited by privacy rules, so connect it only if the job needs it. Editor work happens in the agent's own browser with a Bubble login you choose.
- 2Bubble suits the agent that builds and maintains your app. A support agent may need read access to look up a user; marketing agents usually do not.
- 3Testing, reading logs and reviewing settings need no approval. Changing the editor, creating, editing or deleting records, and deploying to live each ask first, and a bulk data change goes on one card.
More in Websites and CMS
Other apps of this kind that agents work in, each with its own page.
Watch it work
A sample replay with example data, sped up. Pause it, scrub through it, or take the mouse yourself. This sample shows a similar job in other tools; Bubble is not on screen.
On screen
MonstarX
Pick a job. Watch it get done.
- Why
- Put the launch page live.
- Where
- MonstarX · project ridge-launch
- What to expect
- The page becomes public at this address. You can unpublish it at any time.
Your team. Connected to everything.
Hot till the summit.
A 500 ml bottle built for the long way up.
Sample replays with fictional data, sped up. Pause one, scrub through it, or take the mouse yourself.
Questions people ask
Can an AI agent build a Bubble app?
It can build features in your development version once you agree a plan. An AI agent from Monmo uses the Bubble editor in its own browser, sets up data types, workflows and pages, and tests what it built. It does not deploy to live on its own; that step always waits for your approval.
Why is my Bubble app using so many workload units?
Usually a few workflows or searches account for most of it. The agent reads the workload metrics in your app's logs, finds the biggest users, such as searches run inside repeating groups or scheduled workflows running too often, and suggests specific changes. You decide which to make.
Is it safe to connect the Bubble Data API to an agent?
Be deliberate about it. A Bubble API token has admin access and bypasses privacy rules, so connect it only for data work and limit which agents can use it. Every create, edit or delete still waits for your approval, and you can regenerate the token whenever you like.
Can it deploy my Bubble app to live?
Only when you approve it. Before the deploy it runs the issue checker, compares the versions and writes release notes, then shows you a card. Once you allow it, it deploys through the Bubble connection, or in its own browser when the connection does not cover something.