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Local web retrieval with ranked, source-grounded evidence.
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.
4 critical findings reported by cisco-skill-scanner, agent-audit-kit. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 2 sources and their verdicts differ. The worst is github (Flagged). Installing from a cleaner source does not mean the others are safe — check the source you actually install from.
github: https://github.com/TinySuiteHQ/TinySearch, 39 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- tinysuite-search
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 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.
v2.0.11
12 findings · 12.2s
v0.3.26
20 findings · 5.5s
v0.1.0
1 finding · 29.7s
v0.1.0
0 findings · 29.7s
v0.1.0
0 findings · 23.5s
v1.4.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 0.3s
No report in this scan: capslock, govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 3, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source: complete | rejected |
| Jul 31, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source: complete | rejected |
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 33 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner 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.
11 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/docker-security.yml, .github/workflows/pypi-publish.yml, .github/workflows/ci.yml and 1 more · reported by agent-audit-kit
1 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: SECRET_PASSWORD_VAR · Files: /repo/tests/test_web_search_service.py · reported by cisco-skill-scanner
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.
3 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/models/SKILL.md, /repo/agentic_coding_templates/SKILL.md · reported by cisco-skill-scanner
3 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/models/SKILL.md, /repo/agentic_coding_templates/SKILL.md · reported by cisco-skill-scanner
2 AAK-ANTHROPIC-SDK-001
Files: scripts/benchmark_mcp_research.py, scripts/smoke_mcp_stdio.py · reported by agent-audit-kit
2 AAK-MCP-STDIO-CMD-INJ-001
Files: scripts/benchmark_mcp_research.py, scripts/smoke_mcp_stdio.py · reported by agent-audit-kit
1 AAK-DNS-REBIND-001
Files: src/tinysearch/servers/mcp_server.py · reported by agent-audit-kit
1 AAK-MCP-018
Artifact contains critical command injection and DNS rebinding vulnerabilities.
The artifact includes critical command injection vulnerabilities in `scripts/benchmark_mcp_research.py`, `scripts/smoke_mcp_stdio.py`, and `/repo/scripts/export_embedding_onnx.py`, which could lead to shell execution. A critical DNS rebinding vulnerability is present in `src/tinysearch/servers/mcp_server.py`, potentially enabling network access. Additionally, a high-severity finding indicates potential secret exposure to network egress in `src/tinysearch/services/web_search_service.py`. The artifact also uses the Anthropic SDK in multiple scripts, which may involve credential access or network communication.
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.
1 AAK-MCP-STATELESS-001
Files: src/tinysearch/servers/mcp_server.py · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: requirements.txt · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 COMMAND_INJECTION_EVAL
Files: /repo/scripts/export_embedding_onnx.py · reported by cisco-skill-scanner
1 FILE_MAGIC_MISMATCH
Files: /repo/requirements.txt · reported by cisco-skill-scanner
1 HIDDEN_DATA_FILE
Files: /repo/.trivyignore.yaml · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/agentic_coding_templates/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/src/tinysearch/services/web_search_service.py · reported by nerlo-behavioral
1 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/README.md · reported by cisco-skill-scanner