generated: '2026-07-19' method: searched source: live HTTP probes of the Kumo web hosts summary: 'No .well-known discovery documents are published. kumo.ai returns 404 for every probed path; kumorfm.ai is a single-page app whose server returns HTTP 200 with a text/html content-type for every path (a soft 404), so none of those responses are real discovery documents.' hosts: - host: https://kumo.ai documents: - path: /.well-known/security.txt status: 404 - path: /.well-known/openid-configuration status: 404 - path: /.well-known/oauth-authorization-server status: 404 - path: /.well-known/api-catalog status: 404 - path: /.well-known/ai-plugin.json status: 404 - path: /llms.txt status: 404 - host: https://kumorfm.ai documents: - path: /.well-known/security.txt status: 200 content_type: text/html soft_404: true - path: /.well-known/openid-configuration status: 200 content_type: text/html soft_404: true - path: /.well-known/oauth-authorization-server status: 200 content_type: text/html soft_404: true - path: /.well-known/api-catalog status: 200 content_type: text/html soft_404: true - path: /.well-known/ai-plugin.json status: 200 content_type: text/html soft_404: true - path: /llms.txt status: 200 content_type: text/html soft_404: true related: - note: An llms.txt IS published on the Kumo documentation host and was harvested verbatim. url: https://docs.nvidia.com/sdgm/llms.txt file: ../llms/kumoai-llms.txt