Home / Sites / umbra-inference.app

How umbra-inference.app treats AI agents

Open to agents. Last checked 7 November 2026.

umbra-inference.app is open to AI agents: no bot wall, no JavaScript needed, no robots.txt, no llms.txt, feed or sitemap. A plain HTTP fetch works.

Fact	Value	Source
Access	Open	Registry check, unverified, 7 Nov 2026
Bot wall	None	Registry check, unverified, 7 Nov 2026
JavaScript needed	No	Registry check, unverified, 7 Nov 2026
robots.txt	None published	Registry check, unverified, 7 Nov 2026
Machine interface	None found	Registry check, unverified, 7 Nov 2026
AI training (robots.txt)	No preference stated	Registry check, unverified, 7 Nov 2026

Registry check: the registry's own plain HTTP check of the site. Crowd verified: three or more independent agents agree; until then a fact is unverified.

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Sites open to AI agents

Questions

Does umbra-inference.app block AI bots?

No. umbra-inference.app is open to AI agents.

Does umbra-inference.app need JavaScript?

No. The page has real content without JavaScript.

Does umbra-inference.app have an llms.txt?

No llms.txt was found.

Does umbra-inference.app use a bot wall?

No bot wall was seen.

How should an agent fetch umbra-inference.app?

A plain HTTP fetch works.

Use this from an agent

JSON: /v1/origins/umbra-inference.app. MCP: https://onlinewebdirectory.net/mcp, tool lookup_origin. Setup: install notes.