AI Agent Integration for Bubble Apps with Mcp Protocol Data Access

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

{
  "id": "CqlwywHbmlc7eHNT",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "Bubble MCP server",
  "tags": [],
  "nodes": [
    {
      "id": "d4e05c6f-939b-465f-a8f2-36b6eed6e868",
      "name": "MCP Server Trigger",
      "type": "@n8n/n8n-nodes-langchain.mcpTrigger",
      "position": [
        -148,
        -180
      ],
      "parameters": {
        "path": "db8e6f1e-863d-4889-b56b-f88fad0b24af"
      },
      "typeVersion": 2
    },
    {
      "id": "47b0e90e-c6e0-4e97-9629-f56dce348d5e",
      "name": "Get Project details",
      "type": "n8n-nodes-base.bubbleTool",
      "position": [
        -180,
        40
      ],
      "parameters": {
        "objectId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Object_ID', `Get project details using project unique ID`, 'string') }}",
        "typeName": "project",
        "descriptionType": "manual",
        "toolDescription": "Get project information in our Bubble app"
      },
      "credentials": {
        "bubbleApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f2c5e7d6-c75c-4271-b60d-36e2454bb77e",
      "name": "Get user info",
      "type": "n8n-nodes-base.bubbleTool",
      "position": [
        -60,
        40
      ],
      "parameters": {
        "objectId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Object_ID', `Get user information using user unique id`, 'string') }}",
        "typeName": "user",
        "descriptionType": "manual",
        "toolDescription": "Get user information in our Bubble app"
      },
      "credentials": {
        "bubbleApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "65361b3d-efe3-44da-ab8a-e23fce5ef6e5",
      "name": "Get Plugin details",
      "type": "n8n-nodes-base.bubbleTool",
      "position": [
        60,
        40
      ],
      "parameters": {
        "options": {
          "filters": {
            "filter": [
              {
                "key": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('filter0_Key', ``, 'string') }}",
                "value": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('filter0_Value', ``, 'string') }}",
                "constraint_type": "text contains"
              }
            ]
          }
        },
        "typeName": "plugin",
        "operation": "getAll",
        "descriptionType": "manual",
        "toolDescription": "Get plugins information in our Bubble app"
      },
      "credentials": {
        "bubbleApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    }
  ],
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "88e83d75-e334-4bb1-a2ca-3043701353eb",
  "connections": {
    "Get user info": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Get Plugin details": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Get Project details": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  }
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

• bubbleApi

About this workflow

Let AI agents fetch communicate with your Bubble app automatically. It connects direcly with your Bubble data API. This workflow is designed for teams building AI tools or copilots that need seamless access to Bubble backend data via natural language queries.

Source: https://n8n.io/workflows/4952/ — original creator credit. Request a take-down →

More AI & RAG workflows → · Browse all categories →

Related workflows

Workflows that share integrations, category, or trigger type with this one. All free to copy and import.