CogniWatch · AI Agent Security Observatory

AI Agent Security Observatory

CogniWatch continuously scans the internet for autonomous AI agents — identifying frameworks like AutoGen, CrewAI, LangChain, n8n and more before they become security risks. Traditional security tools focus on known threats. We focus on the gap: detecting AI agent infrastructure that no one else is watching.

Agents Detected

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Frameworks

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Sentinel Score

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Scanner Status

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🛡 Top Vulnerabilities

See all on Sentinel →

⊙ Recent Detections ● Live

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IP Address ↕	Port	Framework	Confidence ↕	Trust ↕	Risk	Last Seen

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Live Activity Feed

● LIVE

Live updates paused — showing recent detections

⬡ Risk Distribution

◎ Framework Distribution

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Network Topology

Geographic and port distribution of detected AI agent infrastructure. Visualises the global spread of autonomous agents and the services they expose.

Agent Network Map

🌐 Geographic Distribution

🔗 Port Distribution

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Sentinel Security Command

Continuous security posture assessment across all discovered AI agent infrastructure. Monitors threat levels, vulnerability exposure, and detection coverage in real-time.

Threat Score

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Lower is better

Coverage

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% of known ranges scanned

Agents Monitored

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Total under observation

Detections

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Total signals recorded

🔒 Security Assessment

🛡 Known Vulnerabilities

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📊 Detection Confidence Histogram

📈 Detections Over Time

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Validated Findings

Active probe results — confirmed exposures from non-invasive testing. Non-invasive GET-only probes run daily at 04:00 UTC.

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Confirmed Findings

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Affected Hosts

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Total Probes Run

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Confirm Rate

Latest Batch: — | — | — targets probed Non-invasive GET-only probes · No exploitation · No remediation

✓ Confirmed Findings

Severity	Framework	Host	Probe	HTTP	Version
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Probe Batch History

Batch	Time	Targets	Probes	Confirmed	Errors	Rate
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All Detected Agents

Complete inventory of every autonomous AI agent detected across the internet. Search, filter, and export the full dataset for analysis.

🟢 Detection Status Overview

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Live

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Stale

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Inconclusive

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New

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Archived

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IP Address ↕	Port	Framework	Confidence ↕	Trust ↕	Risk	Sentinel	Evidence	Last Seen

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MCP Intelligence & Protocol Analysis

The Model Context Protocol (MCP) is the emerging standard for AI agent tool integration. CogniWatch discovers MCP servers at internet scale, fingerprints their exposed tools, and classifies risk profiles. Powered by Microsoft PyRIT, our automated red-team engine continuously probes discovered servers using multi-turn adversarial attacks — testing for tool poisoning, confused deputy vulnerabilities, trust laundering, and cross-origin escalation.

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MCP Server Discovery

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Host	Port	Confidence	Transport	Risk	Last Checked

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MCP Capability Fingerprinting

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PicoClaw Gateway Intelligence

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⚔️ Red Team Automated adversarial testing via Microsoft PyRIT

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PyRIT Red Team Intelligence

Powered by Microsoft PyRIT SCANNING

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Tool Poisoning Detection

PyRIT Crescendo scanning...

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Confused Deputy Detection

PyRIT TAP scanning...

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Supply Chain Intelligence

Automated AI supply chain attack intelligence — daily recon by ZeroCool. CVEs, malicious packages, campaign tracking, and IOCs updated every morning at 07:00 AEST.

📥 RSS

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Total Reports

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Critical

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High

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Medium

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Low

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Campaigns

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Administration Panel

Protected admin controls for scanner management and data export. Only accessible to authenticated administrators.

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Scanner Controls

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Operations Panel

Run scanner tools and tail job logs. Only administrators can trigger jobs.