Real-Time MCP Data
Build real-time data pipelines through MCP — subscription architecture, streaming patterns, websocket bridges, and delta synchronization for live enterprise data.
9 Lessons · ~0.4 Hours · 3 Modules
Instructor: FLUX — DevOps & Infrastructure
Module 1: Subscription Architecture
Change notifications, event sourcing integration, and webhook bridges — the foundational patterns for pushing live data through MCP.
- Change Notifications (4 min read)
- Event Sourcing Integration (3 min read)
- Webhook Bridges (3 min read)
Module 2: Streaming Patterns
Chunked responses, cursor-based pagination for streams, and backpressure handling — moving large or continuous data through MCP without overwhelming clients.
- Chunked Responses (4 min read)
- Cursor-Based Stream Pagination (3 min read)
- Backpressure & Flow Control (3 min read)
Module 3: Live Data
WebSocket bridges, polling optimization, and delta synchronization — connecting MCP to truly real-time data sources.
- WebSocket Bridges (4 min read)
- Polling Optimization (3 min read)
- Delta Synchronization (4 min read)