• EXECUTION
  • DATA
  • FEEDBACK
  • HUMAN

How to trigger backend workflows with your AI

Connect your Bubble.io app once. From then on, your agent can run any named backend workflow you've built.

Ask AI about this page

Short answer

Can my AI run Bubble backend workflows?

Yes. Your agent uses the trigger_workflow tool to call any named backend workflow in your Bubble app. You'll see how the data flows and how the logic executes below.

The outcomes

Where your commands land

Your AI translates your chat into direct instructions for your Bubble application.

EXECUTION

Logic runs in Bubble

The AI sends the request to your app. Your existing backend workflows handle all the heavy lifting and database changes.

DATA

Arguments are mapped

The agent extracts the right values from your chat to satisfy the workflow's required parameters. This ensures your app gets exactly what it needs.

FEEDBACK

Results return to chat

Once the process finishes, the AI receives the response. You'll get a clear confirmation in your chat window.

HUMAN

Manual setup required

The AI can't create or edit workflows. You still need to build the actual logic inside the Bubble editor yourself.

The workflow

What your AI does when <the thing arrives>.

The AI acts as the interface between your natural language and your Bubble API.

  1. Identify the target

    The agent looks at your request to find the specific named workflow you want to run.

    trigger_workflow

  2. Parse the inputs

    It pulls the necessary data points from your message to fill the workflow's input fields.

    trigger_workflow

  3. Fire the trigger

    The command is sent to Bubble to start the backend process immediately.

    trigger_workflow

  4. Confirm completion

    The AI checks the response from the app to tell you if the workflow succeeded.

    trigger_workflow

Try it

Copy these to start.

Use these lines to test your connection.

Starting points

Swap out the workflow names and specific values in these examples for your own.

Bubble.io Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_lUNvK1TpWTRVRTPOLS3UNfe6XtQl8b38pfeiNdwb/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Bubble.io capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "bubbleio-no-code-application-platform-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lUNvK1TpWTRVRTPOLS3UNfe6XtQl8b38pfeiNdwb/mcp"
    }
  }
}
Copy into chat04

  • Trigger the 'process_payment' workflow for user ID 9921.

  • Run the 'send_invoice' workflow for client email billing@example.com.

  • Execute 'update_stock_level' and set the quantity to 50.

  • Start the 'sync_user_data' workflow for account 445.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Bubble.io once, then ask.

Connect your app via the link below. Your credentials stay encrypted, and you can start commanding workflows immediately.

Connect Bubble.io to your AI

FAQ

How this task behaves

  • 01

    Can the AI create new workflows?

    No. The AI can only trigger workflows that you have already created in Bubble.

  • 02

    Can the AI change my app's design?

    No. The AI only interacts with the backend logic you've exposed via workflows.

  • 03

    What if the workflow requires a specific ID?

    You must provide that ID in your prompt. The AI will extract it and pass it to the workflow.

  • 04

    Can the AI delete my entire database?

    No. The AI only has access to the specific workflows you've set up to run.

  • 05

    Does this work with any MCP-compatible client?

    Yes. Once connected, you can use this with Claude, Cursor, Windsurf, or VS Code.

  • More questions about Bubble.io? See everything the Bubble.io Connector can do

Connect Bubble.io to Claude, Cursor, ChatGPT & more