Bubble.io (No-code Application Platform API)

Bubble.io (No-code Application Platform API) MCP Connector for Claude

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Manage your Bubble.io application data and trigger backend workflows directly from any AI agent.

8 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your Bubble.io no-code application to your AI agent to perform deep data operations and automate backend logic through natural language.

What you can do

  • Data Management — Perform full CRUD (Create, Read, Update, Delete) operations on any exposed data type in your Bubble database.
  • Advanced Search — Query your database using complex constraints, pagination, and custom sorting to find exactly what you need.
  • Bulk Operations — Create up to 1,000 records in a single request using the high-performance bulk endpoint.
  • Workflow Automation — Trigger any backend API workflow by name, allowing your AI to execute complex business logic, send emails, or process payments.
  • Record Inspection — Fetch detailed metadata for specific 'Things' using their Unique ID (UID).

How it works

  1. Subscribe to this server
  2. Provide your Bubble App URL and API Token
  3. Start interacting with your app's database and workflows from Claude, Cursor, or any MCP client

Who is this for?

  • No-code Developers — Debug data, run migrations, or test backend workflows without leaving your development environment.
  • Product Managers — Extract quick reports or update application settings via simple chat commands.
  • Operations Teams — Automate repetitive data entry or trigger maintenance workflows using IA.
no-codebubble-ioapi-integrationdatabase-crudworkflow-automation

8 tools expose this connector's capabilities to your AI agent.

bulk_create_things

Provide a string with one JSON object per line (NDJSON format). Bulk create multiple Things in the Bubble database

create_thing

Provide fields as a JSON object. Create a new Thing in the Bubble database

delete_thing

Delete a Thing from the Bubble database

get_thing

Retrieve a specific Bubble Thing by its UID

replace_thing

Missing fields are reset to defaults or cleared. Replace (Put) an existing Thing in the Bubble database

search_things

Can use constraints (URL-encoded JSON array), cursor, limit, and sorting. Search, paginate, and sort Things in the Bubble database

trigger_workflow

Trigger a Bubble API Workflow

update_thing

Update (Patch) an existing Thing in the Bubble database

See how to talk to your AI agent using Bubble.io (No-code Application Platform API).

Search for all 'rentalunit' records where the price is less than 500.

I've searched the 'rentalunit' table. I found 3 matches: 'Cozy Studio' (UID: 123), 'Urban Loft' (UID: 456), and 'Garden Room' (UID: 789). Would you like the full details for any of these?

Create a new 'customer' record with the name 'John Doe' and email 'john@example.com'.

Successfully created a new 'customer' record. The Unique ID (UID) for John Doe is 1715829304123x456. Is there anything else you'd like to add to this profile?

Trigger the 'process_refund' workflow for transaction UID 987654321.

The 'process_refund' backend workflow has been triggered for UID 987654321. The Bubble server has acknowledged the request and is processing the logic now.

Yes! Use the `search_things` tool. You can provide a `constraints` JSON array to filter by fields (e.g., `equals`, `greater than`). You can also control the `limit` and `sort_field` to refine your results.

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