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An open-source tool that scans entire codebases, builds interactive visual dashboards, enables semantic search, and shows change impact analysis, designed to help developers onboard new projects quickly.
The author describes a common user onboarding problem with MCP servers—users opening the endpoint in a browser and seeing a 401 error—and shares a simple hack: returning an HTML page that explains how to properly add the server to an LLM client, which drastically reduced support tickets.
NINA is an AI product assistant that guides users step by step inside a product, launching on Product Hunt.