MCP
MCP servers from scratch: Kafka operations, Django REST Framework, a general REST to MCP bridge (ContextLayer), and Wayfare for shared trip context over MCP.
- Building an MCP Server for Your Kafka Cluster
A step‑by‑step guide to using FastMCP and the MCP protocol to expose Kafka operations (topic management, produce/consume, troubleshooting) as LLM‑accessible tools.
- Convert Your Django DRF Project to MCP in 5 Minutes
The Problem: When APIs Meet AI Assistants # A few weeks ago, I was experimenting with Model Context Protocol (MCP) for a Kafka integration project. The …
- Introducing ContextLayer: Transform Any REST API into an MCP Server in Minutes
The Problem: Connecting AI Assistants to Your APIs # As AI assistants like Claude and VS Code Copilot become more powerful, developers are discovering a …
- Wayfare: I Plan Trips More Than I Take Them
I keep losing trip research across ChatGPT, Claude, and Cursor. So I built Wayfare: a travel bucket list with savings tracking, plus MCP so connected chatbots can use the same trip context.