Pipe MCP Server
prototypeA Model Context Protocol server that unifies developer context across GitHub, Slack, Jira, Linear, and Notion
case study
- Situation
- Developers lose context switching between GitHub, Slack, Jira, Linear, and Notion all day. I wanted one place where an AI tool could see all of it.
- Task
- Build an MCP server that pulls those platforms into a unified context graph with real-time updates.
- Action
- Implemented the MCP spec on a Node.js server with PostgreSQL for storage, Redis for caching and queues, Neo4j for the relationship graph, per-platform OAuth, WebSocket updates, and BullMQ for background jobs.
- Result
- A working MCP server with JWT auth, real-time sync, and a modular design that makes adding a new platform a small, contained change.