Blog

Thoughts on AI systems, cloud architecture, and the tools I build along the way.

Why I Built mcpbr

The MCP ecosystem is growing fast, but nobody was testing whether MCP servers actually work. So I built mcpbr: an open-source benchmark runner for Model Context Protocol servers.

ai mcp open-source developer-tools
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