Production-ready integrations

Connector Library

Webhooks, message queues, scheduled jobs, real-time streams. No integration code to write. No infrastructure to manage.

Trigger agents via HTTP requests. Accept JSON, form data, and file uploads from any external system.

Run agents on a recurring schedule. Perfect for automated reports, monitoring, and periodic tasks.

Real-time event streaming. Consume messages to trigger agents or produce results to topics.

Bidirectional real-time communication. Build chat interfaces and streaming applications.

Expose agents as MCP tools. Integrate with IDEs, other AI systems, and custom applications.

Process messages from Amazon SQS queues. The simplest AWS pattern for async AI workflows.

Trigger agents when files are uploaded. Document extraction, image analysis, and media processing.

Trigger agents on database changes. React to row inserts and updates in real-time via LISTEN/NOTIFY.

AI-powered email automation. Receive emails to trigger agents and send intelligent responses.

Payment-triggered AI workflows. Intelligent dunning, personalized onboarding, and fraud detection.

AI agents inside Telegram bots. Receive messages, automate replies, and send notifications to chats.