Public AI web-readiness scanner and machine-facing observability discovery service.
Free
2 servers across marketing, seo & social and research. The largest is AIWebSignals.
Marketing, SEO & Social · Research
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2 MCP servers. 2 of 2 are free to start.
Machine-native research commons for agent evidence, discovery, rooms, and bounded research quests.
Free
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0 of 2 use OAuth
The rest either hold an API key issued by the publisher or ask for nothing.
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