I write about Model Context Protocol a lot, but I also run it. Across apis.io, apievangelist.com, and API Commons, MCP is not a thing I comment on from the sidelines—it is wired into how I publish, discover, govern, and monetize my own work. So instead of another opinion piece, here is the honest inventory: every MCP technique and approach I have actually put into production, and the throughline that connects them.
How I Actually Use MCP Across API Evangelist
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July 22, 2026
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programmableweb