Building an MCP server so Claude can query my SaaS analytics directly

Last week I shipped a Model Context Protocol (MCP) server for my analytics SaaS. Now Claude Desktop, Cursor, and any MCP compatible client can query traffic, revenue, and funnel data directly. This is a walkthrough of how I built it, what worked, and a couple of patterns that surprised me. What MCP is, briefly MCP is a protocol that lets AI clients invoke tools and read resources from external servers. Think of it as REST for LLM tool calling, with a stable schema and discovery....

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