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How We Built an MCP Server on Our Existing APIs

We built an MCP server for our product in a few weeks. Most of it was reuse: the same reporting APIs, the same identity provider, the same Kubernetes cluster and pipeline. This is a write up of what we did, what worked and what we plan next. Why Our customers have a lot of operational data in our p…

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  1. 2026-11-08 06:24 · DEV Community — AI
    How We Built an MCP Server on Our Existing APIs

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