Model Context Protocol servers give an AI client a typed, permissioned way into a product’s data and actions. I build them on the product’s own API, with the same access rules.

What I do with MCP

  • MCP servers over an existing API
  • Scoped tools and resources
  • Auth that matches the product’s roles

Projects that use it

No project write-up on this site names MCP yet.

Need MCP done properly?

Send me your prototype’s link. I read every message the same day, then we talk for twenty minutes about what breaks first.

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