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Micro-optimized High-Performance NISQ Statevector Quantum Circuit Simulator (Hardware-Adaptive Integration of Native NumPy, CUDA-Accelerated CuPy, and Linear Kernel Fusion via JAX JIT/XLA Compilation)
The publisher performed an authenticated act of publication — proving control of a namespace in the official MCP registry, or appearing in a first-party catalogue an operator curates. That establishes WHO published it. It is not a security finding, and attested artifacts carry Flagged verdicts too.
9 critical findings reported by cisco-skill-scanner, 6 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
github: https://github.com/tatopenn-cell/Dense-Evolution, 76 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- dense-evolution
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
6 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
0 findings · 0.6s
v2.0.11
41 findings · 12.0s
v0.3.26
5 findings · 8.4s
v0.1.0
0 findings · 29.6s
v0.1.0
10 findings · 29.6s
v2.3.8
6 findings · 1.3s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.71.0
No dependency manifest or lockfile was found in this artifact. What each scanner covers
0 findings · 0.3s
v0.71.0
No container image was published for this artifact. What each scanner covers
0 findings · 0.0s
vv1.6.0
No Go modules were found in this artifact. What each scanner covers
0 findings · 0.1s
No report in this scan: nerlo-multi-source.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 10, 2026 | Flagged47 | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicabletrivy ·n/a: not applicableosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable | completed |
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.
Out of 62 findings across every scanner that examined this package. 3 of 9 findings rated critical by their scanner were among the dismissals.
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.
10 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: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE, MANIFEST_INVALID_NAME · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/.github/ISSUE_TEMPLATE/SKILL.md and 1 more · reported by cisco-skill-scanner
8 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: FILE_MAGIC_MISMATCH, opt.nerlo-rules.nerlo-install-run-bundled-artifact, DATA_EXFIL_JS_NETWORK · Files: /repo/docs/mcp.md, /repo/docs/assets/installer/install-composer.bat, /repo/docs/assets/installer/install-composer.sh and 1 more · reported by cisco-skill-scanner, nerlo-install-instruction
3 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: COMMAND_INJECTION_EVAL · Files: /repo/tests/test_parser.py, /repo/tests/test_docs_examples.py · 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
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
6 COMMAND_INJECTION_EVAL
Files: /repo/dense_evolution/parser.py · reported by cisco-skill-scanner
5 FILE_MAGIC_MISMATCH
Files: /repo/mcp_server/requirements.txt, /repo/overrides/main.html, /repo/dense_evolution.egg-info/top_level.txt and 1 more · reported by cisco-skill-scanner
5 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/installer/install-composer.bat, /repo/installer/install-composer.sh · reported by nerlo-install-instruction
4 MANIFEST_MISSING_LICENSE
Files: /repo/.claude/skills/dense-evolution-mcp/SKILL.md, /repo/SKILL.md, /repo/research/SKILL.md and 1 more · reported by cisco-skill-scanner
3 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/research/SKILL.md, /repo/mcp_server/SKILL.md · reported by cisco-skill-scanner
2
Critical command injection and high-severity vulnerabilities detected.
The artifact contains critical command injection vulnerabilities in `dense_evolution/parser.py`, which could allow shell execution. Additionally, multiple high-severity vulnerabilities are present in dependencies listed in `mcp_server/requirements.txt`. The artifact also exhibits medium-severity issues including undeclared network activity and file type mismatches. These findings indicate significant risks related to code execution and system compromise.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
Files: SECURITY.md, README.md · reported by agent-audit-kit
2 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/dense_evolution/cli.py · reported by cisco-skill-scanner
2 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/CONTRIBUTING.md, /repo/mcp_server/repo/mcp_server/README.md · reported by cisco-skill-scanner
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-TASKS-003
Files: local_site/app/server.py · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 HIDDEN_DATA_FILE
Files: /repo/.streamlit/config.toml · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/mcp_server/SKILL.md · reported by cisco-skill-scanner
1 PYSEC-2026-1616
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner
1 PYSEC-2026-1617
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner
1 PYSEC-2026-1618
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner
1 PYSEC-2026-1812
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner
1 PYSEC-2026-3482
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner
1 PYSEC-2026-3483
Files: /repo/mcp_server/requirements.txt · reported by osv-scanner