Connect Bubble to OpenClaw on Operator.io
Bubble is a visual programming platform for building web apps without code. It empowers anyone to create, launch, and scale interactive applications quickly.
Automate Bubble with AI
Your OpenClaw agent lives on Operator and treats Bubble as one more service it can drive. Send it an outcome in a Telegram or Discord message and it works out which of the 15 Bubble actions to run, then runs them.
Your agent reaches Bubble directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Bubble
Your agent can call any of these Bubble actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Bulk Create Things
Tool to bulk create multiple Things in Bubble via newline-separated JSON. Use when you need to insert many records at once. Must have Create via API permission.
Create Thing
Tool to create a new Thing. Use when providing a complete JSON payload to add a new record.
Delete Thing By ID
Tool to delete a Bubble Thing by its unique ID. Use when you need to remove a specific record via the Bubble Data API.
Get Thing By ID
Retrieves a single Thing (record) from a Bubble Data Type by its unique ID. This is a read-only operation that fetches complete details of a specific record. The response includes all custom fields defined in the Data Type, plus standard...
Patch Thing By ID
Tool to modify selected fields on a Thing by its unique ID. Use after confirming the Thing exists.
Replace Thing by ID
Tool to replace all editable fields on a Thing by its Unique ID. Use when you need a full overwrite of a Thing's fields and reset omitted fields to default.
Download File
Tool to download a file given its URL. Use when you need to retrieve file content and obtain an s3key for subsequent upload tests.
Create Temp File
Tool to upload bytes as a temporary file to Cloudflare R2 and return an S3 key. Use when you need a short-lived file reference before persisting it in a Thing.
Upload File
Tool to upload a file to Bubble storage. Use when you need to store arbitrary files via Bubble's /fileupload endpoint.
Get Bubble API Swagger JSON
Tool to retrieve the auto-generated Swagger JSON for enabled APIs. Use after enabling the Swagger file in your Bubble app's API settings.
Get OAuth Access Token
Tool to exchange an authorization code or refresh token for an OAuth2 access token. Use after obtaining an authorization code or when refreshing an expired token.
OAuth Authorize
Tool to initiate OAuth2 authorization flow for Bubble. Use when setting up third-party login integration. Returns the URL for user-agent redirection to obtain an authorization code.
Bubble OAuth Register App
Tool to validate/initialize OAuth application credentials with Bubble. It performs a real call to Bubble's /oauth/authorize endpoint (or provided override) using client_id and redirect_uri to confirm connectivity and returns supplied cre...
Trigger Bubble Workflow via GET
Trigger a Bubble API workflow using an HTTP GET request. API workflows are server-side workflows in Bubble that can be triggered externally. Use GET for simple workflows that don't require a request body (parameters passed as query strin...
Trigger Bubble Workflow via POST
Triggers a Bubble API workflow by name using a POST request. Use this tool to execute backend workflows in your Bubble application. The workflow must be configured in your Bubble app's API Workflows section with "Expose as public API wor...
How to connect Bubble
You authorize Bubble once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Bubble without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Bubble
- How do I connect Bubble to Operator?
- Connecting Bubble is a one time sign in from your Operator dashboard. Operator keeps the connection live and rotates the token on its own, so the agent stays connected to Bubble and you never reauthorize by hand.
- Can my agent work with issues and pull requests in Bubble?
- Yes. It can open and comment on issues, review pull requests, manage labels, and read project details when you ask. Teams use it to triage incoming work, draft release notes, and post a summary of what changed without leaving chat.
- Do I need to write code or manage Bubble API keys?
- No. Operator manages the Bubble connection and token refresh, so there are no API keys to paste and nothing to deploy.
- Can my agent use Bubble together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Bubble and tools like GitHub, Supabase, Pagerduty in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Bubble, or browse all integrations.
Put your agent on Bubble
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