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KYA™ · Know Your Agent

Agent Trust Registry

Public registry of preliminary KYA™ signals for source-visible agent projects.
Scores support due diligence and capability controls. They are not final security certifications.

30
Agents tracked
30
Preliminary scans
3356
Findings flagged
2265
CVEs detected
Static analysis + OSV.dev CVE scan + NVIDIA Llama 70B audit · Questions? [email protected]
Tiers
Sovereign ≥85
Partner ≥75
Node ≥60
Rejected <58
Blended score: 30% manual baseline + 70% live analysis
Audit Methodology

How we score agents

Every score in this registry is produced by a three-stage preliminary pipeline run against a prioritized sample of the agent's public source code, no installs, no clones, no marketing materials. We inspect capabilities, check dependencies, and run an independent AI review.

Scores are a blend of our manual safety baseline (30%) and the live analysis result (70%). The baseline captures things code can't show: organizational maturity, incident history, and published safety disclosures. The live analysis reflects what's actually in the codebase today.

On false positives. Static analysis is inherently noisy. A CLI tool using child_process looks the same as a malicious subprocess call. An agent that legitimately browses the web will flag network patterns. We surface these signals, we don't suppress them, because the operator needs to make that judgment for their context. Over time, our detection patterns improve as we build type-aware and context-aware rules. Treat scores as a starting point for due diligence, not a final verdict.

01

Static code analysis

Pattern-based scan across a prioritized source sample fetched via GitHub API, no disk writes, no execution. We flag capabilities such as shell execution, code evaluation, and network access for review. A capability signal is not, by itself, a confirmed vulnerability.

02

Dependency CVE scan

We parse package.json and requirements.txt files without installing anything. Each dependency is queried against OSV.dev, Google's open vulnerability database, using their batch API. CVSS ≥7.0 is flagged as High, 4.0-7.0 as Medium. We also flag unpinned version ranges (^, ~, *) as supply chain risk.

03

AI-powered semantic audit

Source files are passed to a large language model (Llama 3.1 70B via NVIDIA NIM) with a structured security prompt. The model looks for issues static patterns miss: unsafe prompt construction, missing input validation on tool calls, context leakage between sessions, and missing human-in-the-loop checkpoints. This stage catches behavioral risks, not just syntactic ones.

04

Score composition

Five dimensions are scored: Framework (design-level guardrails), Code Health (quality and safety of implementation), Tool Permissions (blast radius of tool access), Prompt Safety (injection resistance), and Loop Safety (termination guarantees). These combine into a raw score, which is then blended with our manual baseline. Scores are re-run periodically as frameworks evolve.

Code Source Available
79
Claude Code
Anthropic
Partner Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:3 I:1
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
60/1355 prioritized files · 26382c0
General Open Source
78
UI-TARS
ByteDance
Partner Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:2 I:6
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
4/5 prioritized files · 582f3a7
General Open Source
76
LangChain Agent
LangChain Inc.
Partner Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:2 I:2
Prompt Safety
Top finding ████████████████████████████████████, classified
60/2651 prioritized files · b4aa7e7
Multi-Agent Open Source
76
LangGraph
LangChain Inc.
Partner Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:2 I:5
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
20 deps scanned via OSV.dev
60/498 prioritized files · 302a4d4
Multi-Agent Open Source
71
CrewAI
CrewAI Inc.
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:3 I:42
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
60/1480 prioritized files · 6bd60b2
General Open Source
68
OpenClaw
OpenClaw Labs
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:5 I:2 CVE:3
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
67 deps scanned via OSV.dev
60/50568 prioritized files · 486a0bd
Multi-Agent Open Source
64
AutoGen
Microsoft Research
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:6 I:9 CVE:4
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
38 deps scanned via OSV.dev
60/593 prioritized files · d07c667
General Open Source
64
PicoClaw
Sipeed
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:7 I:5 CVE:5
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
50 deps scanned via OSV.dev
60/64 prioritized files · bbf6893
General Open Source
63
Moltis
Moltis Org
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:9 I:30 CVE:6
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
23 deps scanned via OSV.dev
60/297 prioritized files · 8a12400
Multi-Agent Open Source
62
OpenAI Swarm
OpenAI
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:4 M:3 I:5
Loop SafetyPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
55/63 prioritized files · 6af0b4c
General Open Source
62
ZeroClaw
ZeroClaw Labs
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:10 I:93 CVE:8
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
30 deps scanned via OSV.dev
41/165 prioritized files · 65f8eb3
General Open Source
60
Agno
Agno (ex-Phidata)
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:739 I:1 CVE:737
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
345 deps scanned via OSV.dev
60/5450 prioritized files · 6e48028
Code Open Source
60
OpenHands
All Hands AI
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:19 I:13 CVE:17
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
102 deps scanned via OSV.dev
52/1227 prioritized files · 7a06ac3
General Open Source
60
UI-TARS Desktop
ByteDance
Node Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:274 I:63 CVE:272
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
377 deps scanned via OSV.dev
60/1264 prioritized files · 3ac2cb8
General Open Source
59
Hermes Agent
NousResearch
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:10 I:7 CVE:8
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
176 deps scanned via OSV.dev
51/14679 prioritized files · c5f347e
General Open Source
58
IronClaw
Near AI
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:20 I:11 CVE:18
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
49 deps scanned via OSV.dev
53/607 prioritized files · b0b999d
General Open Source
56
LlamaIndex
LlamaIndex Inc.
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:253 I:1 CVE:250
Dependency VulnerabilityTool Abuse Risk
Top finding ████████████████████████████████████, classified
217 deps scanned via OSV.dev
60/3886 prioritized files · 444fdf0
General Open Source
56
Semantic Kernel
Microsoft
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:107 I:11 CVE:106
Loop SafetyDependency VulnerabilityPrompt Safety
Top finding ████████████████████████████████████, classified
33 deps scanned via OSV.dev
60/1288 prioritized files · 28c0d60
General Open Source
55
AutoGPT
Significant Gravitas
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:16 I:18 CVE:14
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
148 deps scanned via OSV.dev
33/5426 prioritized files · 13ac38c
General Open Source
55
OpenFang
RightNow AI
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:23 I:392 CVE:21
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
9 deps scanned via OSV.dev
36/39 prioritized files · acf2587
General Open Source
54
Mastra
Mastra AI
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:6 I:53 CVE:4
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
159 deps scanned via OSV.dev
60/15101 prioritized files · bb0fcd6
Multi-Agent Open Source
54
Paperclip
PaperclipAI
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:2 M:48 I:47 CVE:45
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
182 deps scanned via OSV.dev
60/8079 prioritized files · 56517dd
Multi-Agent Open Source
53
Agency Swarm
VRSEN
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:1 M:36 I:12 CVE:34
Dependency VulnerabilityTool Abuse Risk
Top finding ████████████████████████████████████, classified
22 deps scanned via OSV.dev
60/438 prioritized files · 1bec92f
General Open Source
50
Cherry Studio
CherryHQ
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:119 I:21 CVE:117
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
475 deps scanned via OSV.dev
53/6443 prioritized files · 85664eb
Research Open Source
49
Dexter
virattt
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:30 I:12 CVE:28
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
35 deps scanned via OSV.dev
60/218 prioritized files · 534f6be
General Open Source
48
PydanticAI
Pydantic
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:38 I:4 CVE:35
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
13 deps scanned via OSV.dev
35/2390 prioritized files · e2e6a0b
General Open Source
48
smolagents
Hugging Face
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:287 I:35 CVE:285
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
26 deps scanned via OSV.dev
27/77 prioritized files · 96f33fa
General Open Source
47
Strands Agents
AWS / Strands
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:36 I:38 CVE:33
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
176 deps scanned via OSV.dev
59/2210 prioritized files · 434261a
Multi-Agent Open Source
47
MetaGPT
FoundationAgents
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:3 M:187 I:13 CVE:185
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
97 deps scanned via OSV.dev
60/919 prioritized files · 11cdf46
General Open Source
45
Nanobot
HKUDS
Rejected Preliminary scan Nov 5, 2026 Static refresh · AI findings preserved
H:4 M:32 I:15 CVE:30
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
76 deps scanned via OSV.dev
31/1450 prioritized files · 6a4bb4d

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Approved capabilities depend on your agent, operator, jurisdiction, cohort, and licensed infrastructure partners. A preliminary registry score does not guarantee financial access.

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