# Bubble Lab

> Bubble Lab is a work-automation platform. You describe a workflow in plain English; Bubble Lab builds, runs, and maintains it. Connects 49+ apps (Slack, Gmail, Jira, Salesforce, Notion, HubSpot, Linear, etc.) and ships an MCP server that lets Claude Desktop, Claude Code, and Cursor build, run, and manage your workflows directly.

## Quick links

- Home: https://bubblelab.ai
- MCP setup (2-min quick-start): https://bubblelab.ai/mcp
- Sign up / app: https://app.bubblelab.ai
- Integrations: https://bubblelab.ai/integrations
- Tools: https://bubblelab.ai/tools
- Demos: https://bubblelab.ai/demos
- Pricing: https://bubblelab.ai/pricing
- Book demo: https://bubblelab.ai/book-demo
- Compare: https://bubblelab.ai/compare

## MCP Server (connect in under 2 minutes)

Bubble Lab runs a Model Context Protocol server that exposes 30+ platform tools to any MCP-compatible AI client (Claude Desktop, Claude Code, Cursor). Through those tools, your AI client can build and run workflows across Bubble Lab's 49+ app integrations (Slack, Salesforce, Google Calendar, Gmail, Notion, HubSpot, Jira, Linear, etc.).

**Endpoint:** https://api.bubblelab.ai/mcp
**Transport:** Streamable HTTP
**Auth:** `Authorization: Bearer bl_mcp_<your_key>`

### Setup (4 steps)

1. **Create an account.** Go to https://app.bubblelab.ai, sign up, confirm your email.
2. **Generate an MCP API key.** In Bubble Studio, open Settings → MCP Integrations → Generate New Key. Pick an access level: `read` = list and inspect only; `write` = also create, edit, activate, delete flows and manage credentials; `execute` = also run flows, invoke capability tools, and trigger Pearl/Slack-bot agent flows. Copy the `bl_mcp_...` key (shown once).
3. **Paste the config into your AI client.** See the three snippets below. Replace `<your_key_here>` with the key from step 2.
4. **Restart your client** and ask it to "list Bubble Lab tools".

### Claude Desktop config

Add to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS) or `%APPDATA%\Claude\claude_desktop_config.json` (Windows):

```json
{
  "mcpServers": {
    "bubblelab-cloud": {
      "type": "http",
      "url": "https://api.bubblelab.ai/mcp",
      "headers": {
        "Authorization": "Bearer bl_mcp_<your_key_here>"
      }
    }
  }
}
```

### Claude Code (CLI)

```bash
claude mcp add --transport http bubblelab-cloud https://api.bubblelab.ai/mcp \
  --header "Authorization: Bearer bl_mcp_<your_key_here>"
```

### Cursor

Add to `~/.cursor/mcp.json`:

```json
{
  "mcpServers": {
    "bubblelab-cloud": {
      "url": "https://api.bubblelab.ai/mcp",
      "headers": {
        "Authorization": "Bearer bl_mcp_<your_key_here>"
      }
    }
  }
}
```

Full MCP docs: https://bubblelab.ai/mcp

### How triggers work

Flows run on demand (invoked by your AI client) or on a cron schedule configured in Bubble Studio.

### Example prompts (Claude Desktop with MCP connected)

- "Create a flow that, when a new Google Calendar event starts, looks up attendees in Salesforce and posts a prep doc to #sales-prep in Slack."
- "Every Monday at 9am, summarize last week's closed deals from HubSpot and post the digest to Slack."
- "When a new GitHub issue is labelled p0, create a Linear ticket and @mention the on-call engineer in Slack."

## Integrations (49)

- [Airtable](https://bubblelab.ai/integrations/airtable) — Airtable integration for managing records in bases and tables
- [Anthropic Claude](https://bubblelab.ai/integrations/anthropic-claude) — Leverage Claude models for thoughtful analysis, writing, and complex reasoning. Known for nuanced understanding and helpful responses.
- [Apify](https://bubblelab.ai/integrations/apify) — Discover and run specialized Apify actors for complex web scraping tasks not covered by standard tools
- [Asana](https://bubblelab.ai/integrations/asana) — Asana integration for tasks, projects, and team collaboration
- [Ashby](https://bubblelab.ai/integrations/ashby) — Ashby ATS integration for candidate management
- [Assembled](https://bubblelab.ai/integrations/assembled) — Workforce management platform for scheduling, time off, and agent management
- [Attio](https://bubblelab.ai/integrations/attio) — Attio CRM integration for managing records, notes, tasks, and lists
- [Browserbase](https://bubblelab.ai/integrations/browserbase) — Browser automation service using BrowserBase cloud browsers
- [Clerk](https://bubblelab.ai/integrations/clerk) — Clerk integration for user management, organizations, and billing
- [Cloudflare](https://bubblelab.ai/integrations/storage) — Cloudflare R2 storage operations for file management
- [Confluence](https://bubblelab.ai/integrations/confluence) — Confluence integration for wiki pages and content management
- [CrustData](https://bubblelab.ai/integrations/crustdata) — Crustdata API for company data enrichment and people search
- [Discord](https://bubblelab.ai/integrations/discord) — Discord integration for messaging, channels, threads, and server management
- [Docusign](https://bubblelab.ai/integrations/docusign) — DocuSign eSignature integration for document signing workflows
- [ElevenLabs](https://bubblelab.ai/integrations/eleven-labs) — Eleven Labs integration for Conversational AI
- [Firecrawl](https://bubblelab.ai/integrations/firecrawl) — Firecrawl API integration for web crawl operations.
- [Follow Up Boss](https://bubblelab.ai/integrations/followupboss) — Follow Up Boss CRM integration
- [FullEnrich](https://bubblelab.ai/integrations/fullenrich) — B2B contact enrichment for emails, phones, and LinkedIn data
- [GitHub](https://bubblelab.ai/integrations/github) — GitHub API integration for repository operations
- [Gmail](https://bubblelab.ai/integrations/gmail) — Gmail integration for email management
- [Google Calendar](https://bubblelab.ai/integrations/google-calendar) — Google Calendar integration for managing events
- [Google Drive](https://bubblelab.ai/integrations/google-drive) — Google Drive integration with full Google Docs tab support - read/write specific tabs, copy templates, and preserve formatting with find/replace
- [Google Gemini](https://bubblelab.ai/integrations/google-gemini) — Use Google's Gemini models for multimodal AI tasks. Process text, images, and more with advanced reasoning capabilities.
- [Google Sheets](https://bubblelab.ai/integrations/google-sheets) — Google Sheets integration for spreadsheet operations
- [Granola](https://bubblelab.ai/integrations/granola) — Granola meeting notes and transcription integration
- [HTTP](https://bubblelab.ai/integrations/http) — Makes HTTP requests to external APIs and services
- [HubSpot](https://bubblelab.ai/integrations/hubspot) — HubSpot CRM integration for contacts, companies, deals, and tickets
- [InsForge](https://bubblelab.ai/integrations/insforge-db) — InsForge is the backend built for AI-assisted development. Connect InsForge with any agent. Add authentication, database, storage, functions, and AI integrations to your app in seconds.
- [Jira](https://bubblelab.ai/integrations/jira) — Jira integration for issue tracking and project management
- [Linear](https://bubblelab.ai/integrations/linear) — Linear integration for issue tracking and project management
- [Metabase](https://bubblelab.ai/integrations/metabase) — Metabase integration for dashboards, cards, and analytics queries
- [Notion](https://bubblelab.ai/integrations/notion) — Notion API integration for pages, databases, and blocks
- [OpenAI](https://bubblelab.ai/integrations/openai) — Access GPT models for text generation, analysis, and creative tasks. Power your workflows with state-of-the-art language understanding.
- [OpenRouter](https://bubblelab.ai/integrations/openrouter) — Access multiple AI models through a single API. Route to the best model for each task with automatic fallbacks and cost optimization.
- [PostgreSQL](https://bubblelab.ai/integrations/postgresql) — Execute PostgreSQL queries with operation validation
- [PostHog](https://bubblelab.ai/integrations/posthog) — PostHog product analytics for events, persons, and insights
- [Ramp](https://bubblelab.ai/integrations/ramp) — Ramp integration for corporate expense management
- [Resend](https://bubblelab.ai/integrations/resend) — Email sending service via Resend API
- [S3 Storage](https://bubblelab.ai/integrations/s3-storage) — S3-compatible storage operations for file management
- [Salesforce](https://bubblelab.ai/integrations/salesforce) — Salesforce CRM integration for accounts, contacts, and SOQL queries
- [SendSafely](https://bubblelab.ai/integrations/sendsafely) — Encrypted file transfer and secure messaging via SendSafely
- [Slab](https://bubblelab.ai/integrations/slab) — Slab knowledge management for searching and managing posts
- [Slack](https://bubblelab.ai/integrations/slack) — Slack integration for messaging and workspace management
- [Snowflake](https://bubblelab.ai/integrations/snowflake) — Snowflake data warehouse integration for SQL queries and metadata
- [Sortly](https://bubblelab.ai/integrations/sortly) — Sortly inventory management for tracking items, folders, and stock levels
- [Stripe](https://bubblelab.ai/integrations/stripe) — Stripe integration for payments, billing, and subscriptions
- [Telegram](https://bubblelab.ai/integrations/telegram) — Telegram Bot API integration for messaging and bot management
- [Xero](https://bubblelab.ai/integrations/xero) — Xero accounting integration for invoices, contacts, and accounts
- [Zendesk](https://bubblelab.ai/integrations/zendesk) — Zendesk integration for tickets, comments, users, and help center

## Tools (21)

- [Amazon Shopping Tool](https://bubblelab.ai/tools/amazon-shopping-tool) — Amazon shopping automation - add to cart, view cart, checkout, search products
- [App Rankings Tool](https://bubblelab.ai/tools/app-rankings-tool) — Scrape Apple App Store and Google Play top free, paid, and grossing chart rankings across countries and categories.
- [Company Enrichment Tool](https://bubblelab.ai/tools/company-enrichment-tool) — Get key contacts (executives, decision makers) from any company for lead generation
- [Google Maps Tool](https://bubblelab.ai/tools/google-maps-tool) — Scrape Google Maps business listings, reviews, and place data.
- [Instagram Tool](https://bubblelab.ai/tools/instagram-tool) — Scrape Instagram profiles and posts with a simple, unified interface. Works with individual user profiles and hashtags.
- [LinkedIn Accept Invitations Tool](https://bubblelab.ai/tools/linkedin-accept-invitations-tool) — Accept top N LinkedIn connection invitations
- [LinkedIn Connect Tool](https://bubblelab.ai/tools/linkedin-connection-tool) — LinkedIn connection automation with step recording
- [LinkedIn Data Tool](https://bubblelab.ai/tools/linkedin-tool) — Look up LinkedIn profiles by URL, scrape posts by profile, or search posts/jobs by keyword.
- [LinkedIn Received Invitations Tool](https://bubblelab.ai/tools/linkedin-received-invitations-tool) — Extract received LinkedIn connection invitations
- [LinkedIn Sent Invitations Tool](https://bubblelab.ai/tools/linkedin-sent-invitations-tool) — Extract sent LinkedIn connection invitations
- [People Search Tool](https://bubblelab.ai/tools/people-search-tool) — Comprehensive people search by company, title, location, skills, with optional email enrichment
- [Reddit Tool](https://bubblelab.ai/tools/reddit-scrape-tool) — Scrapes posts from any Reddit subreddit with flexible filtering and sorting options
- [Research Agent Tool](https://bubblelab.ai/tools/research-agent-tool) — AI-powered research agent that searches and scrapes the internet to gather structured information
- [TikTok Tool](https://bubblelab.ai/tools/tiktok-tool) — Scrape TikTok profiles, videos, and hashtags.
- [Twitter/X Tool](https://bubblelab.ai/tools/twitter-tool) — Scrape Twitter/X profiles, tweets, and search results with a simple, unified interface.
- [Web Crawl Tool](https://bubblelab.ai/tools/web-crawl-tool) — Multi-page web crawling tool for exploring entire websites and subdomains.
- [Web Extract Tool](https://bubblelab.ai/tools/web-extract-tool) — Extracts structured data from web pages using Firecrawl AI-powered extraction with custom prompts and schemas
- [Web Scrape Tool](https://bubblelab.ai/tools/web-scrape-tool) — Scrapes content from a single web page. Useful after web-search-tool to get the full content of a page. Also useful if you need to understand a site's structure or content.
- [Web Search Tool](https://bubblelab.ai/tools/web-search-tool) — Performs web searches using Firecrawl to find current information from the web
- [YC Scraper Tool](https://bubblelab.ai/tools/yc-scraper-tool) — Scrape Y Combinator directory for company and founder data. Find founders by batch (W24, S23, etc.) with LinkedIn profiles.
- [YouTube Tool](https://bubblelab.ai/tools/youtube-tool) — Search YouTube videos, extract transcripts, and scrape channel content with a simple interface

## Demos & tutorials (23)

- [How to Auto-Update Your Notion CRM from Slack](https://bubblelab.ai/demos/auto-update-notion-crm-from-slack) — Keep your CRM updated without leaving Slack. Connect Notion, consolidate duplicates, and build a listening channel that auto-syncs free-form messages to your CRM.
- [Automate Your Investor Research](https://bubblelab.ai/demos/automate-investor-research) — Use Pearl to automatically research investors before every meeting. Get daily briefs with fund details, investment focus, and past email history — delivered to Slack at 7:00 AM.
- [What Pearl Can Do from Slack](https://bubblelab.ai/demos/what-pearl-can-do-from-slack) — See all the things Pearl can do directly from Slack — manage your calendar, query databases, draft emails, create tickets, and more. One bot, all your tools.
- [Set Up Pearl in Slack](https://bubblelab.ai/demos/set-up-pearl-in-slack) — A quick walkthrough on how to set up Pearl, your AI super-employee, in Slack. Connect your tools and get Pearl running in under a minute.
- [Build a Powerful AI Slack Bot in 1 Click](https://bubblelab.ai/demos/build-powerful-ai-slack-bot-one-click) — Stop wasting time switching between tools. In this video, Selina (Co-founder of Bubble Lab) shows you how to deploy Pearl, our Slack bot that connects to your entire tool stack. Learn how to automate your calendar, manage Stripe invoices, and draft emails — all without leaving Slack. Bubble Lab (YC W26) makes it easy to connect Google Calendar, Stripe, Gmail, and your internal databases to create a highly customized super employee for your team.
- [Automate Your Event Networking: LinkedIn Research & Smart Pairing with AI](https://bubblelab.ai/demos/automate-event-networking-linkedin-research-smart-pairing-ai) — Hosting events is a great way to build community, but the manual work of researching guests and making introductions can take hours. In this video, I show you how to build a production-ready workflow to automate your entire event pipeline.
- [VC - Investment Memo Flow](https://bubblelab.ai/demos/vc-investment-memo-flow-slack-bot) — See one of our most popular flows by VCs using Bubble Lab! Learn how to create a Slack bot that generates Investment Memos on demand, streamlining the due diligence process for venture capital teams.
- [Automate Your Post-Meeting Workflow in Minutes (Slack + Gmail + AI)](https://bubblelab.ai/demos/automate-post-meeting-workflow-slack-gmail-ai) — Build a production-ready post-meeting pipeline using Bubble Lab! In this video, Selina demos how to use the Pearl AI assistant to extract to-dos from Google Meet transcripts, send them to Slack with @mentions, and draft personalized follow-up emails that match your specific writing style using a guidelines document.
- [Build a Production-Ready Welcome Email A/B Test in 3 Minutes (Live Demo)](https://bubblelab.ai/demos/build-production-ready-welcome-email-ab-test-3-minutes-live-demo) — In this live demo, I use Bubble Lab's AI assistant, Pearl, to build and deploy a real A/B test for our user onboarding system—end-to-end in just minutes. Bubble Lab is the open-core workflow automation platform built for developers. Like Cursor, but for automations.
- [Deploy AI Workflows to ANY Frontend: Bubble Lab + Lovable Full-Stack Demo!](https://bubblelab.ai/demos/deploy-ai-workflows-any-frontend-lovable-bubble-lab) — See how Bubble Lab's agentic workflows integrate with Lovable to create a 'chat with your database' functional full-stack app!
- [Voice agent scheduling workflow with Bubble Lab!](https://bubblelab.ai/demos/voice-agent-workflow-eleven-labs) — Build voice agent scheduling workflow with Bubble Lab using newly added Eleven Labs integration paired with Google Calendar.
- [AI SQL Agent to Query ANY Database (Built in 5 minutes!!!) with Bubble Lab](https://bubblelab.ai/demos/ai-sql-agent-postgres-slack) — Live, end-to-end automation built to chat with your Postgres database and send insights to Slack!
- [AUTOMATING weekly user reports! (Saving 10+ hours and hundreds of dollars EVERY MONTH)](https://bubblelab.ai/demos/automating-weekly-user-reports) — Live, end-to-end automation built for weekly user reports (for an existing production app)!
- [Full Stack Email Dashboard app - Lovable + Bubble Lab](https://bubblelab.ai/demos/full-stack-email-dashboard-lovable-bubble-lab) — Build a full stack application in a few minutes with bubblelab.ai powering the backend, lovable powering the frontend!!
- [Extend n8n Workflows in Bubble Lab!](https://bubblelab.ai/demos/extend-n8n-workflows-in-bubble-lab) — You can now import your existing JSON workflows from n8n (or any other platform) directly into Bubble Lab — they're automatically translated into our Bubble system with full observability and exportable TypeScript code. From there, our new AI Assistant lets you modify or extend your flows in natural language, keeping full control and clean, production-ready code.
- [n8n vs Bubble Lab | AI Orchestration comparison](https://bubblelab.ai/demos/n8n-vs-bubble-lab-comparison) — Direct battle between n8n's new AI Workflow Builder and Bubble Lab's AI builder for a Calendar Summary and Email Workflow
- [Content Ideas Generator Workflow](https://bubblelab.ai/demos/content-ideas-generator-workflow) — Generate actionable content ideas for any company or product by adapting top trends, emailed to you and full report uploaded on Google Drive.
- [Financial Advisor Agentic Workflow](https://bubblelab.ai/demos/financial-advisor-agentic-workflow) — In this 4-minute demo, watch how Bubble Lab powers a financial advisor agentic workflow from prompt to execution to export. Starting in Bubble Studio, we generate a finance summary, see bidirectional sync between workflows and TypeScript code for end-to-end type safety, and trace the entire run with full observability. Finally, we export the workflow via API and execute it directly from the terminal with cURL.
- [AI Marketing Team powered by Bubble Lab and Nanobanana](https://bubblelab.ai/demos/nanobanana-workflow-tutorial) — In this 5-minute demo, see how Bubble Lab automates end-to-end content creation. Starting from a Google Sheet of prompts and images, we orchestrate Google Drive, Sheets, and Gemini Flash (aka Nano Banana) to generate on-brand visuals and instantly log them back. Imagine scaling your design + marketing output 10× without extra headcount.
- [Reddit Lead Generation with Bubble Lab (n8n Subreddit Demo)](https://bubblelab.ai/demos/reddit-lead-generation-demo) — In this walkthrough, we show how Bubble Lab can spin up a full lead generation workflow in minutes. We scrape posts from the n8n subreddit, filter for users' pain points, log prospects into Google Sheets, and draft outreach messages, all orchestrated by Bubble Lab's AI-powered agents. No glue code, no endless debugging — just a clean, production-ready workflow that turns community chatter into qualified leads.
- [Scrape YC Directory for Leads](https://bubblelab.ai/demos/yc-directory-scraping-demo) — In this short walkthrough, learn how Bubble Lab automates lead generation by scraping the Y Combinator directory. From fetching startup data to structuring it for outreach, you'll see how a developer toolchain—built with Bubble Lab—streamlines building targeted lists without any glue code or manual scraping.
- [Message Summaries for Slack and Email To-Do](https://bubblelab.ai/demos/slack-message-summaries-demo) — Watch how to set up a Bubble Lab workflow that captures messages from public channels on Slack, analyzes them with AI, and sends formatted emails with Todo list and motivational quote.
- [How to Build an AI Workflow That Analyzes Exams and Recommends Study Content!! (Bubble Lab Demo)](https://bubblelab.ai/demos/ai-workflow-analyzes-exams-recommends-study-content-bubble-lab-promptogo) — Bubble Lab x Promptogo: In this video, we teach students and parents how to build an AI-powered workflow that transforms exam analysis into personalized learning paths. The generated workflow allows students to upload their exam papers, and an agent Bubble analyzes their performance to identify knowledge gaps and learning shortcomings. The workflow then generates a customized YouTube curriculum tailored to supplement their specific areas of weakness, helping students focus their study time on exactly what they need to improve. This end-to-end automation makes personalized education accessible and actionable for every learner.

## Comparisons

- [Bubble Lab vs. Zapier: The most AI-native way to build automations](https://bubblelab.ai/compare/bubblelab-vs-zapier) — A side-by-side look at Bubble Lab and Zapier across ease of use, AI agents, integrations, enterprise readiness, and pricing. Find out which automation platform fits your team when AI is central to the work.
- [Bubble Lab vs. Gumloop: Which AI-native automation platform fits your team?](https://bubblelab.ai/compare/bubblelab-vs-gumloop) — A specific, honest comparison of Bubble Lab and Gumloop across builder engine, AI agents, debugging, integrations, enterprise readiness, and pricing, so you can pick the AI automation platform that fits your team.
- [Bubble Lab vs. n8n: Which workflow automation platform fits your team?](https://bubblelab.ai/compare/bubblelab-vs-n8n) — A side-by-side look at Bubble Lab and n8n across ease of use, AI agents, integrations, enterprise readiness, and pricing — so you can pick the right automation platform for your workflow.

## Pricing

- **Starter** — $0/mo, 100 executions, 2 active workflows, $5/mo integration credits
- **Pro** — $29.99/mo, 1,000 executions, 10 active workflows, $20/mo integration credits
- **Scale** — $99.99/mo, 10,000 executions, 25 active workflows, $80/mo integration credits
- **Enterprise** — Custom, multi-seat, SLAs, on-prem, custom limits & credits
Full pricing: https://bubblelab.ai/pricing

_Last updated: 2026-04-19_