David Pine 2/2/2026

How I taught AI to read Aspire docs

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The article details a developer's journey to solve the problem of AI agents giving outdated or incorrect advice for Aspire development. By leveraging the llms.txt specification and building a Model Context Protocol (MCP) server with three new tools (list_docs, search_docs, get_doc), they enabled AI to access and reference current, official Aspire documentation directly, improving accuracy for developers.

How I taught AI to read Aspire docs

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