MCP

Travel bucket list and savings tracker. Same trip data in Claude, Cursor, and ChatGPT, per user via OAuth.

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.

Travel bucket list and savings tracker with MCP. Same trip context in ChatGPT, Claude, and Cursor.

Led Apicurio Registry V2→V3 for Event Streams; upstream HTTP MCP + OAuth forwarding is an open PR under review.

Transform any REST API into an MCP server — connectors that make existing APIs usable by LLM tools.

The Problem: Connecting AI Assistants to Your APIs # As AI assistants like Claude and VS Code Copilot become more powerful, developers are discovering a critical bottleneck: these AI tools can’t directly interact with our existing REST APIs.

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 experience was eye-opening - being able to interact with complex systems through natural language felt like a glimpse into the future of development workflows.

Turn an existing Django REST Framework project into MCP tools for AI assistants in minutes.

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.

Expose Kafka cluster operations as LLM-accessible tools via the Model Context Protocol.