How to Monitor a Competitor's llms.txt and MCP Server for Early AI Agent Strategy Signals
Before a competitor announces anything about AI, they publish two quiet files: an llms.txt summary written for language models and an MCP endpoint built for agents. Here is how to find those surfaces, read each change as a roadmap signal, and monitor them so you see the agent strategy months before the launch post.
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