Developer Tools & Devops · Bubble + Claude
Bubble MCP with Claude: Automate App Data and Workflows in Natural Language
The short answer
Claude works with Bubble through the Model Context Protocol, an open standard that acts as a secure adapter between the two. Once connected with an API key, Claude can read app data, create or update records, trigger actions and fetch dynamic content from a Bubble app, using permissions your organisation sets and approves.
What is Bubble?
Bubble is a visual programming platform for building web applications without writing code. Teams drag and drop screens, design databases and set up logic through a visual editor. Founders, operations leads, product managers and internal tools teams use it to launch customer portals, marketplaces, booking systems and internal dashboards quickly, then scale them as demand grows.
How Claude connects to Bubble through MCP
The Model Context Protocol, or MCP, is an open standard that lets Claude use other software securely. Think of it as a universal adapter between Claude and a tool like Bubble. It gives Claude a defined set of things it can do, rather than giving it open access to everything.
Once Bubble is connected, Claude can typically read information from your app, such as records, user lists or content, and carry out actions you have allowed, such as creating a new entry, updating a status or triggering a workflow. Your team can ask for these things in plain English, and Claude translates the request into the right steps.
Access is controlled by the permissions you grant when the connection is set up. Connections use an API key with least-privilege access, so Claude only sees and changes what it needs. Consequential actions can be set to require human approval, and every action is logged so your team can review what happened.
What you can automate
Keeping customer records current
A customer success lead tells Claude to mark a set of accounts as renewal due and add a note from the latest call. Claude finds the matching records in the Bubble database and updates them, saving the team from clicking through each entry manually and reducing missed follow-ups.
Answering operational questions
An operations manager asks, in plain language, how many orders were placed in the past week and which ones are still awaiting dispatch. Claude queries the app data and returns a clear summary, so managers get answers without building reports or waiting on a developer.
Triggering approved workflows
A team lead asks Claude to start the onboarding workflow for three new partners. Claude triggers the relevant action in the app, and the steps run as designed. Where your policy requires it, the trigger waits for a manager's approval first.
Publishing dynamic content
A marketing coordinator asks Claude to pull this month's featured listings from the app and draft a newsletter section. Claude retrieves the live content so the copy reflects current data rather than outdated figures copied by hand.
Supporting internal tools
A department head with a Bubble-built internal tool wants staff to request equipment bookings by chat. Claude creates the booking records in the app, checks for conflicts against existing entries and confirms the result, reducing back-and-forth by email.
An end-to-end workflow: Customer onboarding from a sales deal
TriggerA deal is marked as won in the company's CRM.
Claude reads the won deal details from the CRM, including the client name, plan and contract start date.
Claude creates a new client account record in the Bubble app with those details.
Claude triggers the Bubble onboarding workflow, which sets up the client's portal and welcome content.
Claude posts a summary to the account manager's ticketing queue for a final check.
Once the account manager approves, Claude sends the welcome pack request and logs each step for audit.
OutcomeNew clients are set up in the app within minutes of a deal closing, with fewer manual data entry errors and a clear record of every step taken.
How we set it up
Free automation audit
We review how your team uses Bubble today and identify the workflows most worth automating, such as data updates, reporting questions or triggered actions. There is no cost and no obligation.
Secure connection with an API key
We connect Claude to your Bubble app using an API key, the sign-in method Bubble supports. The key is stored securely and scoped to the minimum access the workflow needs.
Workflow design
We design the end-to-end process across Bubble and your other systems, such as Microsoft 365, your CRM or ticketing tool. We decide which actions run automatically and which need a person's approval.
Testing against real cases
We test the workflow using real past examples from your business to confirm Claude reads and writes data correctly and that approvals behave as intended. Any issues are fixed before launch.
Launch, monitoring and training
We launch with monitoring and audit logs in place, then train your team on how to use Claude with Bubble day to day and how to review what it has done.
Who benefits
- Operations managers
- Get fast answers and run routine updates in plain language without waiting on developers.
- Product and app owners
- Keep Bubble apps current and trigger workflows without adding to the build backlog.
- Customer success teams
- Keep account records accurate and follow-ups on time with less manual entry.
- IT and technology leaders
- Connect AI safely to existing apps with clear permissions, approvals and audit trails.
Security and control
- Least-privilege API key access so Claude only reaches the data and actions it needs.
- Human approval steps for consequential changes such as deletions, payments or bulk updates.
- Full audit logs of every action Claude takes, so your team can review and reverse changes.
- Testing against real cases before launch, with clear rules for when Claude should ask for help.
- Regular reviews of access and permissions as your app and team evolve.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can have Claude connected to Bubble with hosting in their chosen region, supporting their existing data protection obligations. In India, we design workflows to meet the Digital Personal Data Protection Act, 2023. For organisations in the UAE and Saudi Arabia, we align data handling with local data protection laws. Hosting region is chosen during design to meet your specific requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Bubble MCP server do?
The Bubble MCP server acts as a secure bridge between Claude and your Bubble app. It lets Claude read app data, create or update records and trigger actions that you have allowed. Instead of building a custom integration for each task, your team gets one defined connection that AI tools can use in plain language.
Is connecting Claude to Bubble secure?
Security depends on how the connection is set up. We use an API key scoped to the minimum access needed, restrict which data and actions Claude can reach, add approval steps for sensitive changes and keep audit logs. These measures keep your team in control of what the AI can see and change.
What can Claude do with Bubble once connected?
Typically, Claude can read records and content from your app, answer questions about the data, create or update entries, trigger workflows and pull dynamic content for use elsewhere. Exactly what it can do is set by the permissions you grant, and consequential actions can require a person's approval first.
How long does setup take?
Setup time depends on how many workflows you want and how complex your Bubble app is. A focused connection with one or two workflows is often completed in a few weeks, including testing and training. We confirm a realistic timeline during the free automation audit.
Which plan or permissions do I need?
You need an API key from your Bubble app, created by someone with the appropriate access to that app. The exact plan and permission level depends on your Bubble account and how the app is set up. We check these details during the audit so the connection is built on the right foundation.