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
2363
Findings flagged
1092
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.

Code Source Available
79
Claude Code
Anthropic
Partner Preliminary scan Jul 20, 2026
H:2 M:2 I:79
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
20/26 prioritized files · 015170d
General Open Source
79
Moltis
Moltis Org
Partner Preliminary scan Jul 20, 2026
M:2 I:27
Prompt SafetyTool Abuse Risk
23 deps scanned via OSV.dev
60/272 prioritized files · a55c442
General Open Source
78
UI-TARS
ByteDance
Partner Preliminary scan Jul 20, 2026
H:1 M:2 I:6
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
4/5 prioritized files · 582f3a7
General Open Source
77
ZeroClaw
ZeroClaw Labs
Partner Preliminary scan Jul 20, 2026
H:1 M:2 I:45
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
26 deps scanned via OSV.dev
60/65 prioritized files · 28b5b76
General Open Source
76
LangChain Agent
LangChain Inc.
Partner Preliminary scan Jul 20, 2026
H:1 M:2 I:1
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
60/2536 prioritized files · dc26ca5
General Open Source
73
OpenClaw
OpenClaw Labs
Partner Preliminary scan Jul 20, 2026
H:2 M:2 I:1
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
61 deps scanned via OSV.dev
60/21777 prioritized files · 2f967bc
Multi-Agent Open Source
72
LangGraph
LangChain Inc.
Partner Preliminary scan Jul 20, 2026
H:2 M:2 I:5
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
20 deps scanned via OSV.dev
60/462 prioritized files · 49ae27c
General Open Source
72
PicoClaw
Sipeed
Partner Preliminary scan Jul 20, 2026
H:2 M:2 I:5
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
50 deps scanned via OSV.dev
60/64 prioritized files · 85dcfcc
Multi-Agent Open Source
69
AutoGen
Microsoft Research
Node Preliminary scan Jul 20, 2026
H:2 M:3 I:9 CVE:1
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
38 deps scanned via OSV.dev
60/593 prioritized files · 027ecf0
General Open Source
68
PydanticAI
Pydantic
Node Preliminary scan Jul 20, 2026
H:3 M:2 I:4
Loop SafetyPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
57/580 prioritized files · 9b44171
Multi-Agent Open Source
63
CrewAI
CrewAI Inc.
Node Preliminary scan Jul 20, 2026
H:3 M:3 I:35
Prompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
60/1272 prioritized files · 69c0308
Multi-Agent Open Source
62
OpenAI Swarm
OpenAI
Node Preliminary scan Jul 20, 2026
H:4 M:3 I:4
Loop SafetyPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
55/63 prioritized files · 6af0b4c
Code Open Source
61
OpenHands
All Hands AI
Node Preliminary scan Jul 20, 2026
H:3 M:5 I:8 CVE:3
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
97 deps scanned via OSV.dev
60/1447 prioritized files · 7db8bd4
General Open Source
58
IronClaw
Near AI
Node Preliminary scan Jul 20, 2026
H:2 M:20 I:170 CVE:18
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
33 deps scanned via OSV.dev
27/474 prioritized files · 792da03
General Open Source
58
Cherry Studio
CherryHQ
Node Preliminary scan Jul 20, 2026
H:1 M:38 I:10 CVE:36
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
406 deps scanned via OSV.dev
60/3589 prioritized files · a26477f
General Open Source
57
LlamaIndex
LlamaIndex Inc.
Rejected Preliminary scan Jul 20, 2026
H:1 M:18 I:2 CVE:16
Dependency VulnerabilityTool Abuse Risk
Top finding ████████████████████████████████████ — classified
17 deps scanned via OSV.dev
60/3950 prioritized files · dbdaf89
Research Open Source
57
Dexter
virattt
Rejected Preliminary scan Jul 20, 2026
H:3 M:7 I:13 CVE:5
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
35 deps scanned via OSV.dev
60/217 prioritized files · 823052e
General Open Source
56
AutoGPT
Significant Gravitas
Rejected Preliminary scan Jul 20, 2026
H:1 M:13 I:20 CVE:11
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
151 deps scanned via OSV.dev
21/2183 prioritized files · f244390
General Open Source
55
Mastra
Mastra AI
Rejected Preliminary scan Jul 20, 2026
H:2 M:48 I:53 CVE:46
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
167 deps scanned via OSV.dev
60/7529 prioritized files · de2e407
General Open Source
55
OpenFang
RightNow AI
Rejected Preliminary scan Jul 20, 2026
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
UI-TARS Desktop
ByteDance
Rejected Preliminary scan Jul 20, 2026
H:2 M:166 I:63 CVE:164
Dependency VulnerabilityTool Abuse RiskPrompt Safety
Top finding ████████████████████████████████████ — classified
376 deps scanned via OSV.dev
60/1252 prioritized files · c2ad42e
Multi-Agent Open Source
54
Paperclip
PaperclipAI
Rejected Preliminary scan Jul 20, 2026
H:2 M:19 I:41 CVE:16
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
105 deps scanned via OSV.dev
60/2166 prioritized files · f12bb27
General Open Source
53
Semantic Kernel
Microsoft
Rejected Preliminary scan Jul 20, 2026
H:2 M:80 I:12 CVE:78
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
35 deps scanned via OSV.dev
60/1268 prioritized files · c781da1
General Open Source
52
Hermes Agent
NousResearch
Rejected Preliminary scan Jul 20, 2026
H:2 M:25 I:22 CVE:23
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
182 deps scanned via OSV.dev
42/4149 prioritized files · e89bc58
General Open Source
51
Agno
Agno (ex-Phidata)
Rejected Preliminary scan Jul 20, 2026
H:2 M:349 I:2 CVE:345
Dependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
348 deps scanned via OSV.dev
60/4259 prioritized files · 24dfe73
General Open Source
50
smolagents
Hugging Face
Rejected Preliminary scan Jul 20, 2026
H:2 M:160 I:35 CVE:157
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
26 deps scanned via OSV.dev
27/77 prioritized files · e3a5b89
General Open Source
47
Strands Agents
AWS / Strands
Rejected Preliminary scan Jul 20, 2026
H:4 M:7 I:23 CVE:5
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
125 deps scanned via OSV.dev
60/1277 prioritized files · 41f9f59
Multi-Agent Open Source
47
MetaGPT
FoundationAgents
Rejected Preliminary scan Jul 20, 2026
H:3 M:110 I:13 CVE:108
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
97 deps scanned via OSV.dev
60/919 prioritized files · 11cdf46
Multi-Agent Open Source
45
Agency Swarm
VRSEN
Rejected Preliminary scan Jul 20, 2026
H:2 M:24 I:12 CVE:21
Loop SafetyDependency VulnerabilityTool Abuse RiskPrompt Safety
Top finding ████████████████████████████████████ — classified
22 deps scanned via OSV.dev
60/327 prioritized files · a9e2a9c
General Open Source
44
Nanobot
HKUDS
Rejected Preliminary scan Jul 20, 2026
H:3 M:21 I:29 CVE:18
Loop SafetyDependency VulnerabilityPrompt SafetyTool Abuse Risk
Top finding ████████████████████████████████████ — classified
46 deps scanned via OSV.dev
29/660 prioritized files · 9d830fb

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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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