nautobot-mcp-server · Nerlo

AI review of these findings

Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.

Upheld as real: 141
Dismissed as false positives: 7
Not reviewed: 10

Out of 158 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 10 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.

4 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-002 · Files: CLAUDE.md · reported by agent-audit-kit
2 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/examples/SKILL.md · reported by cisco-skill-scanner
1 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/ci.yml · reported by agent-audit-kit

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

1 AAK-MCP-SDK-CVE-2026-52869-001
Files: poetry.lock · reported by agent-audit-kit
1 CVE-2025-62727
Files: poetry.lock · reported by trivy
1 CVE-2025-66416
Files: poetry.lock · reported by trivy
1 CVE-2025-66418
Files: poetry.lock · reported by trivy
1 CVE-2025-66471
Files: poetry.lock · reported by trivy
1 CVE-2026-21441
Files: poetry.lock · reported by trivy
1 CVE-2026-24486
Files: poetry.lock · reported by trivy

Not reviewed

10 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: AAK-SECRET-004, AAK-SEC-MD-001, skills-missing-governance-commands/ship-it.md and 4 more · Files: run_server.sh, development/.env.example, SECURITY.md and 4 more · reported by agent-audit-kit, agentshield, cisco-skill-scanner

What the review concluded

Critical vulnerabilities and exposed secrets detected.

The artifact contains multiple critical vulnerabilities in its dependencies, as identified in `poetry.lock`. Several high-severity vulnerabilities are also present in dependencies. Additionally, secrets are exposed in `development/.env.example` and `run_server.sh`, which could lead to credential access. These findings indicate potential for significant compromise if exploited.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2025-106 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2025-108 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-2161 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-52 · /repo/poetry.lock · critical · reported by osv-scanner
AAK-SECRET-004 · development/.env.example · high · reported by agent-audit-kit
AAK-SECRET-004 · development/.env.example · high · reported by agent-audit-kit
AAK-MCP-SDK-CVE-2026-52869-001 · poetry.lock · high · reported by agent-audit-kit
AAK-SECRET-004 · run_server.sh · high · reported by agent-audit-kit
GHSA-2f96-g7mh-g2hx · · high · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

Scan history

1 scan on record. Every scan's full results are retained immutably for 24 months.

Completed	Composite	Change	Scanners	Status
Aug 19, 2026	Flagged43	—	agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicabletrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable	completed

Per-scanner history:

AI review of these findings

Upheld as real: 141
Dismissed as false positives: 7
Not reviewed: 10

Out of 158 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 10 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

4 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-002 · Files: CLAUDE.md · reported by agent-audit-kit
2 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/examples/SKILL.md · reported by cisco-skill-scanner
1 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/ci.yml · reported by agent-audit-kit

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

1 AAK-MCP-SDK-CVE-2026-52869-001
Files: poetry.lock · reported by agent-audit-kit
1 CVE-2025-62727
Files: poetry.lock · reported by trivy
1 CVE-2025-66416
Files: poetry.lock · reported by trivy
1 CVE-2025-66418
Files: poetry.lock · reported by trivy
1 CVE-2025-66471
Files: poetry.lock · reported by trivy
1 CVE-2026-21441
Files: poetry.lock · reported by trivy
1 CVE-2026-24486
Files: poetry.lock · reported by trivy

Not reviewed

10 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: AAK-SECRET-004, AAK-SEC-MD-001, skills-missing-governance-commands/ship-it.md and 4 more · Files: run_server.sh, development/.env.example, SECURITY.md and 4 more · reported by agent-audit-kit, agentshield, cisco-skill-scanner

What the review concluded

Critical vulnerabilities and exposed secrets detected.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2025-106 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2025-108 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-2161 · /repo/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-52 · /repo/poetry.lock · critical · reported by osv-scanner
AAK-SECRET-004 · development/.env.example · high · reported by agent-audit-kit
AAK-SECRET-004 · development/.env.example · high · reported by agent-audit-kit
AAK-MCP-SDK-CVE-2026-52869-001 · poetry.lock · high · reported by agent-audit-kit
AAK-SECRET-004 · run_server.sh · high · reported by agent-audit-kit
GHSA-2f96-g7mh-g2hx · · high · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

nautobot-mcp-server

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged43

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at