Bubble MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Bubble MCP or direct API to automate workflows, create and update app data, trigger actions, and pull dynamic content through natural language.
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Try Bubble now

Enter a prompt below to test the integration in our Tool Router playground. You'll be redirected to sign in and try it live.

Supported Tools

Tools
Bulk Create ThingsTool to bulk create multiple Things in Bubble via newline-separated JSON.
Create ThingTool to create a new Thing.
Delete Thing By IDTool to delete a Bubble Thing by its unique ID.
Get Thing By IDRetrieves a single Thing (record) from a Bubble Data Type by its unique ID.
Patch Thing By IDTool to modify selected fields on a Thing by its unique ID.
Replace Thing by IDTool to replace all editable fields on a Thing by its Unique ID.
Download FileTool to download a file given its URL.
Create Temp FileTool to upload bytes as a temporary file to Cloudflare R2 and return an S3 key.
Upload FileTool to upload a file to Bubble storage.
Get Bubble API Swagger JSONTool to retrieve the auto-generated Swagger JSON for enabled APIs.
Get OAuth Access TokenTool to exchange an authorization code or refresh token for an OAuth2 access token.
OAuth AuthorizeTool to initiate OAuth2 authorization flow for Bubble.
Bubble OAuth Register AppTool to validate/initialize OAuth application credentials with Bubble.
Trigger Bubble Workflow via GETTrigger a Bubble API workflow using an HTTP GET request.
Trigger Bubble Workflow via POSTTriggers a Bubble API workflow by name using a POST request.
Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK and Claude Agent SDK

Create Tool Router Session

python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
Initialize the Composio client and create a Tool Router session

Connect to AI Agent

python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Bubble tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Create a new user record in my Bubble app with name Jane Doe and email jane@example.com')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
Use the MCP server with your AI agent

Why Use Composio?

AI Native Bubble Integration

  • Supports both Bubble MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Bubble data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Bubble access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Bubble
  • Scoped, least privilege access to Bubble resources
  • Full audit trail of agent actions to support review and compliance

Use Bubble with any AI Agent Framework

Choose a Framework you want to connect Bubble with

Frequently Asked Questions

Do I need my own developer credentials to use Bubble with Composio?

Yes, Bubble requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Used by agents from

Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.

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