Metal Mantra / AGENT INTELLIGENCEPublic evidence reportAUTOMATED SIGNAL. NOT CERTIFICATION.
PUBLIC REPORT · ADDED BY METAL MANTRA / AGENT SIGNAL v0.2

hermes-desktop.

Scanned repository says: Hermes Agent Desktop — self-improving AI assistant

Metal Mantra scanned this public repository on its own initiative; the maintainer did not submit it. Maintainers: scan the repository yourself to take this report over, or contact us.

Inspect GitHub source

14.3k starsMITpushed today

0community interest

Votes show community interest, not safety. They never change this score.

AUTOMATED SIGNAL91/100AAANot security certification
START HERE

Review findings need attention.

Domain ownership not verified

Inspect the findings
WHAT THIS DOES NOT ESTABLISH

Runtime safety, real-world agent capability, fitness for your use case or independent certification.

Scan scope200 / 654Partial eligible-file selection · not the entire repository
Recorded findings2Heuristic matches requiring human review
SnapshotOct 12, 2026UTC · engine 0.4.0
DNS at scan timeUnverifiedDomain control is not security certification
01 / KNOW THE REPOSITORY

What the source
actually tells us.

Structured, cited information from the scanned archive. Repository-authored claims are labeled and never treated as verified capabilities.

INSPECTED SOURCE200 / 654Partial selection
READMEReadRepository-authored information
MANIFESTS2LICENSE, package.json

Who it is for

  • Stated purpose · manifest declares · unreviewed

    Hermes Agent Desktop — self-improving AI assistant

    package.json:4

What it can do

  • Stated capability · repository says · unreviewed

    Guided first-run install for Hermes Agent with progress tracking and dependency resolution

    README.md:134
  • Stated capability · repository says · unreviewed

    Multi-provider support — OpenRouter, Anthropic, OpenAI, Google (Gemini), xAI (Grok), Nous Portal, Qwen, MiniMax, Hugging Face, Groq, and local OpenAI-compatible endpoints (LM Studio, Atomic Chat, Ollama, vLLM, llama.cpp)

    README.md:136
  • Stated capability · repository says · unreviewed

    Streaming chat UI with SSE streaming, tool progress indicators, markdown rendering, and syntax highlighting

    README.md:137

What adoption takes

  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @electron-toolkit/preload.

    package.json:35
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @electron-toolkit/utils.

    package.json:36
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @radix-ui/react-dialog.

    package.json:37
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @react-three/drei.

    package.json:38
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @react-three/fiber.

    package.json:39
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @types/highlight.js.

    package.json:40

Limits and terms

  • Declared license · manifest declares · unreviewed

    A license or copying file is present; its terms have not been reviewed.

    LICENSE:1

Observed technical context

TypeScript · 200 selected filesTool-calling reference · static only

These are references in selected source files, not proof that a feature works at runtime.

Read from commit 23c78fc at Oct 12, 2026, 5:06 AM UTC. Source links open that exact commit. Repository statements are unreviewed and do not affect the score.

02 / FINDINGS FIRST

What needs
a closer look.

Critical details are withheld publicly for the first 30 days after a scan. A matched pattern is a lead for investigation, not a confirmed vulnerability.

Dependencies: 258 exact runtime versions from package-lock.json checked against OSV.dev on Oct 12, 2026; 0 with known advisories. Reachability is not checked.

2 findings
MAJOR

Domain ownership not verified

TRUST001 · Entity trust

Metal Mantra could not confirm that the owner controls the stated domain. The domain may belong to someone else.

SUGGESTED ACTION

Verify the domain using the Metal Mantra DNS TXT challenge.

hermesone.org · location unavailable
MINOR

Raw model text returned

SCH002 · Schema & tooling

The code returns the model's raw text. Output that was never parsed or validated can pass mistakes straight to users or other systems.

SUGGESTED ACTION

Parse and validate the result before returning it.

src/main/remote-skills.ts:118
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
200 of 654 eligible files · Partial selection.
Supported static source patterns and domain checks; no runtime execution.
What remains unknown
Unscanned files, external dependencies, production configuration, actual agent behavior and evidence beyond the configured checks.
Source location
Links open the current repository HEAD. Source may have changed since this snapshot.
Something looks wrong?
Tell us if a finding, scope or claim on this report needs a correction. Report a problem with this report
Entity trust · 15% of v0.2
Includes DNS ownership, HTTPS and policy evidence. Verification is domain control, not a security certificate.
DNS: unverifiedHTTPS: availablePrivacy: foundTerms: found
04 / THE METHOD BEHIND THE NUMBER

Open the
calculation.

Each pillar starts at 100. Rule deductions reduce its score; weights determine the overall contribution.

01

Security & privacy

0 findings · 25% weight
100/10025.0 pts
02

Guardrails & loop control

0 findings · 25% weight
100/10025.0 pts
03

Schema & tooling

1 findings · 20% weight
92/10018.4 pts
04

Token & cost efficiency

0 findings · 15% weight
100/10015.0 pts
05

Entity trust

1 findings · 15% weight
50/1007.5 pts
Inspect the current standard
USER REPORTS

Did hermes-desktop work for people?

No user reports yet.

Each report is one signed-in GitHub account saying what happened. We do not verify that the account ran the agent, and reports never change the automated score or grade. For a security problem, use the disclosure page instead of a public note.

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SHARE THE EVIDENCE

A signal.
Not a seal.

Share the full report so its scope and limits travel with the score.

Metal Mantra automated signal 91/100, not certified