Integrations that build themselves.
Membrane agents discover APIs, handle auth, generate actions, and self-heal in production. You describe what you need - they build it.
Connected HubSpot
Found OAuth endpoint, negotiated scopes, tokens rotating every 6h
Built Stripe webhooks
Listening for payment_intent.succeeded, signature verified
Self-healed Salesforce
API v52 went away. Rewrote calls for v58, no downtime.
Synced Attio contacts
Mapped 12 custom fields, bi-directional, dedup handled
Generated Notion action
Inferred database schema, creating pages with right properties
Adapted to Klaviyo change
email_consent field was renamed. Found the new one, rewired.
Connected HubSpot
Found OAuth endpoint, negotiated scopes, tokens rotating every 6h
Built Stripe webhooks
Listening for payment_intent.succeeded, signature verified
Self-healed Salesforce
API v52 went away. Rewrote calls for v58, no downtime.
Synced Attio contacts
Mapped 12 custom fields, bi-directional, dedup handled
Generated Notion action
Inferred database schema, creating pages with right properties
Adapted to Klaviyo change
email_consent field was renamed. Found the new one, rewired.
Built Slack notifications
"Notify #sales on new deal" → figured out chat.postMessage
Recovered Jira rate limit
Got 429. Backed off exponentially, retried, zero events lost.
Discovered Teamleader API
No SDK available. Read docs, found endpoints, built actions.
Generated Linear mutation
GraphQL schema analyzed, issueCreate with labels and priority
Fixed Front webhook
Webhook URL 404'd. Switched to polling, events still flowing.
Connected Rippling HR
API key auth, configured auto-rotation, tested against sandbox
Built Slack notifications
"Notify #sales on new deal" → figured out chat.postMessage
Recovered Jira rate limit
Got 429. Backed off exponentially, retried, zero events lost.
Discovered Teamleader API
No SDK available. Read docs, found endpoints, built actions.
Generated Linear mutation
GraphQL schema analyzed, issueCreate with labels and priority
Fixed Front webhook
Webhook URL 404'd. Switched to polling, events still flowing.
Connected Rippling HR
API key auth, configured auto-rotation, tested against sandbox
Adapted Calendly pagination
They moved to cursor-based. Rewrote the iterator, no data loss.
Generated QuickBooks sync
"Sync invoices weekly" → built a scheduled query with filters
Verified HiBob connection
Auth valid, tested 3 endpoints, health check passing
Handled Capsule deprecation
custom_field_1 removed. Mapped the data to tags instead.
Built Insightly pipeline
Opportunity stages → deal stages, both directions, conflict-free
Set up GitHub events
Webhook for push, PR, and workflow_run. Signature validation on.
Adapted Calendly pagination
They moved to cursor-based. Rewrote the iterator, no data loss.
Generated QuickBooks sync
"Sync invoices weekly" → built a scheduled query with filters
Verified HiBob connection
Auth valid, tested 3 endpoints, health check passing
Handled Capsule deprecation
custom_field_1 removed. Mapped the data to tags instead.
Built Insightly pipeline
Opportunity stages → deal stages, both directions, conflict-free
Set up GitHub events
Webhook for push, PR, and workflow_run. Signature validation on.
Agents inside every primitive
Connections, actions, and events each have a dedicated agent that builds, tests, and maintains them autonomously.
Agentic Connections
Membrane Agent automates connections end to end. It researches API documentation, picks the best way to connect, gets credentials, and keeps the connection working as things change. All you need to do is approve access.
Connect to Any App
Membrane will build a connector and guide you through authentication.
Agentic Actions
Simply describe what you want to do and the membrane agent will build, test, and troubleshoot the action for you. It picks the right endpoints, maps the schema, runs it against the real API, and self-corrects when something drifts - so a single sentence becomes a production-ready integration.
Get latest HubSpot dealsAgentic Events
The membrane agent makes sure you get exactly the right events and keep getting them as things change. Whether the source app supports webhooks, polling, or neither, the agent picks the right strategy, normalizes the payloads, and recovers automatically when an event source breaks or a schema shifts.
Connections on autopilot
Membrane Agent automates connections end to end. It researches API documentation, picks the best way to connect, gets credentials, and keeps the connection working as things change. All you need to do is approve access.
Connect to Any App
Membrane will build a connector and guide you through authentication.
They get smarter with every integration
Membrane agents don’t operate in isolation. They draw on Universe - a living knowledge base built from how thousands of apps actually behave in production.
Most AI features get stale as the world changes. Membrane agents get sharper - because the world changing is the input.
- 1Integration runs
- 2Universe learns
- 3Agents improve
- 4Next integration is easier
What agents have shipped
Real jobs completed by Membrane agents across production integrations.
Contact sync completed
Bi-directional contact sync with field mapping and dedup.
12,847
Records synced
45ms
Avg latency
Self-healed after API migration
API v52 deprecated. Agent migrated all calls to v58 automatically.
99.9%
Uptime maintained
0
Events lost
Connector built from scratch
No SDK available. Agent read API docs and mapped 7 endpoints.
7
Endpoints mapped
42s
Time to production
Auto-tagging pipeline built
Form submissions → contact tags, real-time classification.
3,420
Tags applied
28ms
Avg latency
Schema change adapted
email_consent field was renamed. Agent rewrote all field mappings.
340
Flows fixed
0
Downtime
Event source recovered
Webhook endpoint 404'd. Agent switched to polling, zero events lost.
100%
Events recovered
0
Data loss