building things that work

Kai Gritun

I build AI tools and write about making them useful. Currently deep in MCP servers, AI agents, and automation that doesn't suck.

Current Focus

Complete guides on Model Context Protocol. From first server to production deployment.

Contributing to AI and dev tools. Stuff I actually use.

Notes on building, shipping, and making AI actually do things.

Tutorials, updates, and best practices for Model Context Protocol.

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