Cymbal Air Toolbox Demo MCP Server
by GoogleCloudPlatformDemo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
Cymbal Air Toolbox Demo is an open-source mcp server by GoogleCloudPlatform, written mainly in Python, with 350 GitHub stars and the Apache-2.0 license. Its code was last updated Aug 14, 2026.
Scan summary: scanned Nov 5, 2026 at commit 7a40521. No capabilities flagged by our checks. Scan policy
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7a40521 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit84 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (22)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.google-cloud-aiplatform@1.97.0: 1 known vulnerabilityPYSEC-2026-2500
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain@0.3.25: 2 known vulnerabilitiesPYSEC-2026-2192, PYSEC-2026-2555
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-core@0.3.81: 4 known vulnerabilitiesPYSEC-2026-2193, PYSEC-2026-2562, PYSEC-2026-2563, PYSEC-2026-2564
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph@0.4.8: 1 known vulnerabilityPYSEC-2026-83
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.22: 6 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-sdk@0.3.9: 2 known vulnerabilitiesPYSEC-2026-2575, PYSEC-2026-4240
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.3.45: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@4.25.9: 1 known vulnerabilityPYSEC-2026-1805
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@19.0.1: 1 known vulnerabilityPYSEC-2026-113
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.48.0: 6 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248 +1 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmenter the following options: 1. set up custom discovery (`find` directive with `include` or `exclude`) 2. use a `src-layout` 3. explicitly set `py_modules` or `packages` with a list of names To find more information, look for "package discovery" on setuptools docs.
- lowLow. Minor, or common in normal tools. Shown for information.pytest@9.0.0: 1 known vulnerabilityPYSEC-2026-1845
requirements-test.txt - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.9.0: 2 known vulnerabilitiesPYSEC-2023-117, PYSEC-2026-2987
requirements-test.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.langchain-text-splitters@0.3.9: 1 known vulnerabilityPYSEC-2026-77
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.langgraph-checkpoint@3.0.1: 2 known vulnerabilitiesPYSEC-2026-2573, PYSEC-2026-2574
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.scipy@1.6.1: 2 known vulnerabilitiesPYSEC-2023-102, PYSEC-2023-114
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
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