● Live observatory feed

The internet is running autonomous AI agents.
Most are wide open.

CogniWatch continuously sweeps the public internet for exposed agent infrastructure — n8n, Dify, Flowise, OpenClaw and more — and scores how dangerous each one is to reach.

Frameworks Countries CVEs across fleet Last sweep
Agent Network Map · Live Globe SSE
DRAG TO ROTATE · SCROLL TO ZOOM
Agents detected worldwide
High / critical risk
CVEs across fleet
Critical / high-risk hosts
Detection trend · 14 days GET /api/analytics/trends
Global Sentinel Score LIVE
/100
High
Medium
Low
Total
Top affected hosts LIVE
HostFrameworkRisk
Recent detections LIVE FEED
Connecting to live detection stream…
Live per-host detection feed · GET /api/events/stream
Framework breakdown GET /api/frameworks/detected
Geographic distribution GET /api/archive/overview/public
Threat score · lower is better
Coverage · % known ranges scanned
Agents monitored
Total detections recorded
Validated findings GET /api/probe/validated · login required
FindingSeverityHostsFirst seen
Probe batches GET /api/probe/batches · login required
BatchTypeStatusProbes
Enriched agent registry GET /api/agents/enriched · GET /api/search?q=
HostFrameworkRegionSentinel ScoreCVEsLast seen
Score distribution GET /api/agents/confidence
Detection confidence
MethodConfidenceAgents
Recent discoveries GET /api/agents/enriched
HostFrameworkConfidenceRiskLast seen
MCP servers discovered
High poisoning risk
Critical-capability tools
Red-team posture GET /api/mcp/redteam/public
Deputy-risk servers
Poisoning-risk servers
PyRIT attacks
Discovered MCP servers GET /api/mcp/discovered
ServerPortToolsRisk
Capability exposure GET /api/mcp/capabilities
● The CogniWatch Newsroom

Original reporting on AI supply-chain attacks.

Field reports from our own autonomous red team. Every article is based on real probes, real exposures and real exploit chains observed by the observatory — published open, forever.

GET /api/intel/articles
Wire · live advisories GET /api/intel/rss
Registered users
Scanner nodes online
IPs swept today
Users GET /api/admin/users · PUT role · DELETE user
UserRoleJoined
Scanner control GET /api/scan/status

Scanner . Next scheduled sweep in .

Raw detections stream GET /api/admin/detections/raw
TimestampIPSignatureAction