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
2428
Findings flagged
1303
CVEs detected
Static analysis + OSV.dev CVE scan + NVIDIA Llama 70B audit · Questions? [email protected]
Tiers
Sovereign ≥85
Partner ≥72
Node ≥58
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.

General Open Source
78
UI-TARS
ByteDance
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:2 I:6
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
4/5 prioritized files · 582f3a7
Code Source Available
77
Claude Code
Anthropic
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:3 I:79
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
20/26 prioritized files · 005c5da
General Open Source
76
LangChain Agent
LangChain Inc.
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:2 I:2
Prompt Safety
Top finding ████████████████████████████████████, classified
60/2550 prioritized files · 43bed06
Multi-Agent Open Source
76
LangGraph
LangChain Inc.
Partner Preliminary scan Aug 26, 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
60/466 prioritized files · 3803173
Code Open Source
76
OpenHands
All Hands AI
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:3 I:22 CVE:1
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
97 deps scanned via OSV.dev
59/935 prioritized files · f48eca6
General Open Source
76
ZeroClaw
ZeroClaw Labs
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:2 I:47
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
27 deps scanned via OSV.dev
60/88 prioritized files · 432d36e
General Open Source
73
OpenClaw
OpenClaw Labs
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:2 I:2
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
65 deps scanned via OSV.dev
60/27844 prioritized files · fde687b
General Open Source
73
Moltis
Moltis Org
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:3 I:27
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
23 deps scanned via OSV.dev
60/295 prioritized files · d245994
General Open Source
73
IronClaw
Near AI
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:3 I:10 CVE:1
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
48 deps scanned via OSV.dev
60/593 prioritized files · 9102166
General Open Source
72
PicoClaw
Sipeed
Partner Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:2 I:5
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
50 deps scanned via OSV.dev
60/64 prioritized files · bbf6893
Multi-Agent Open Source
71
CrewAI
CrewAI Inc.
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:3 I:36
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
60/1319 prioritized files · 871c9c5
General Open Source
65
PydanticAI
Pydantic
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:3 M:3 I:3
Loop SafetyPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
48/701 prioritized files · b48ee38
Multi-Agent Open Source
64
AutoGen
Microsoft Research
Node Preliminary scan Aug 26, 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 · 027ecf0
General Open Source
63
AutoGPT
Significant Gravitas
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:7 I:21 CVE:5
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
155 deps scanned via OSV.dev
20/2652 prioritized files · be0c7f6
Multi-Agent Open Source
62
OpenAI Swarm
OpenAI
Node Preliminary scan Aug 26, 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
60
Agno
Agno (ex-Phidata)
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:400 I:1 CVE:398
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
346 deps scanned via OSV.dev
60/4739 prioritized files · 3c6ae20
General Open Source
60
UI-TARS Desktop
ByteDance
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:212 I:63 CVE:210
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
376 deps scanned via OSV.dev
60/1252 prioritized files · c2ad42e
General Open Source
58
Strands Agents
AWS / Strands
Node Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:7 I:21 CVE:4
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
130 deps scanned via OSV.dev
60/1429 prioritized files · ec9c20a
General Open Source
56
LlamaIndex
LlamaIndex Inc.
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:19 I:1 CVE:16
Dependency VulnerabilityTool Abuse Risk
Top finding ████████████████████████████████████, classified
17 deps scanned via OSV.dev
60/3965 prioritized files · d802122
General Open Source
56
Semantic Kernel
Microsoft
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:90 I:11 CVE:89
Loop SafetyDependency VulnerabilityPrompt Safety
Top finding ████████████████████████████████████, classified
34 deps scanned via OSV.dev
60/1270 prioritized files · b39d95a
General Open Source
56
Hermes Agent
NousResearch
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:1 M:12 I:8 CVE:10
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
159 deps scanned via OSV.dev
39/6432 prioritized files · b742be7
General Open Source
55
OpenFang
RightNow AI
Rejected Preliminary scan Aug 26, 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
55
Cherry Studio
CherryHQ
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:73 I:14 CVE:71
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
517 deps scanned via OSV.dev
52/4449 prioritized files · 9447bf2
General Open Source
54
Mastra
Mastra AI
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:88 I:55 CVE:86
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
172 deps scanned via OSV.dev
60/8869 prioritized files · 6bbe9ab
Multi-Agent Open Source
54
Paperclip
PaperclipAI
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:5 I:44 CVE:2
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
111 deps scanned via OSV.dev
60/2849 prioritized files · dc30dc4
Research Open Source
49
Dexter
virattt
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:3 M:17 I:12 CVE:15
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
35 deps scanned via OSV.dev
60/218 prioritized files · ecaed30
General Open Source
48
smolagents
Hugging Face
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:3 M:189 I:35 CVE:187
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
26 deps scanned via OSV.dev
27/77 prioritized files · 30bb116
Multi-Agent Open Source
47
MetaGPT
FoundationAgents
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:3 M:136 I:13 CVE:134
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
97 deps scanned via OSV.dev
60/919 prioritized files · 11cdf46
Multi-Agent Open Source
47
Agency Swarm
VRSEN
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:2 M:30 I:12 CVE:28
Loop SafetyDependency VulnerabilityTool Abuse Risk
Top finding ████████████████████████████████████, classified
22 deps scanned via OSV.dev
60/401 prioritized files · 4d1c35a
General Open Source
45
Nanobot
HKUDS
Rejected Preliminary scan Aug 26, 2026 Static refresh · AI findings preserved
H:3 M:23 I:42 CVE:21
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████, classified
50 deps scanned via OSV.dev
29/871 prioritized files · 0c84725

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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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