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Research dashboard comparing live browser stacks, MCP integrations, llms.txt publication, and site-side protocol adoption.

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AI agent protocol adoption: we analyzed 8 agents in 2026

Research across 8 agents found 0 confirmed cases of live web agents using site-side protocols, while browser automation and semantic HTML led adoption in 2026.

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