MCP & AI Agent Integration

Bubble
automation.

10 automated actions available through Cerebral OS. Connect Bubble to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

No credit card required · 1,000 free runs · 10 actions available

Execution trace
live
10
actions
100%
governed
<200ms
latency
10
Automated actions
5
Read operations
5
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Bubble.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Bulk Create Objects
bubble:bulk_create_objects
Create multiple data objects in your Bubble application in a single request.
Write Medium risk
Create Object
bubble:create_object
Create a new data object in your Bubble application.
Write Medium risk
Delete Object
bubble:delete_object
Delete a data object from your Bubble application. WARNING: This action cannot be undone.
Write High risk
Get Object
bubble:get_object
Fetch a single data object by ID from your Bubble application.
Read Low risk
Get User
bubble:get_user
Fetch a single user by ID from your Bubble application's User data type.
Read Low risk
List Objects
bubble:list_objects
List data objects from your Bubble application with optional filtering and sorting.
Read Low risk
List Users
bubble:list_users
List users from your Bubble application with optional filtering and sorting.
Read Low risk
Run Workflow
bubble:run_workflow
Trigger a backend workflow in your Bubble application.
Write Medium risk
Search Objects
bubble:search_objects
Search for data objects in your Bubble application using text search with optional filters.
Read Low risk
Update Object
bubble:update_object
Update an existing data object in your Bubble application.
Write Medium risk
How it works

Every Bubble action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Bubble — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Bubble action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Bubble action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Bubble integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Bubble in minutes, dry-run every action before it touches production, full audit trail on everything.

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