Smart Customer Service System MCP Server
by traveler-leon构建一个基于大模型的智能客服系统，可提供静态知识问答(静态数据)、动态知识问答（数据库），业务办理（api调用）等功能，同时系统具有自我学习能力。定期的反思可让系统变得更强大。
Smart Customer Service System is an open-source mcp server by traveler-leon, written mainly in Roff, with 102 GitHub stars and the MIT license. Its code was last updated Nov 5, 2025.
Scan summary: scanned Nov 5, 2026 at commit be53a40. Seen able to connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
be53a40 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. 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.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit210 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.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Network egresswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
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 (43)
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets 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.
- 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.
- 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.fsspec@2025.9.0: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain@0.3.27: 2 known vulnerabilitiesPYSEC-2026-2192, PYSEC-2026-2555
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph@0.6.10: 1 known vulnerabilityPYSEC-2026-83
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-checkpoint@2.1.2: 3 known vulnerabilitiesPYSEC-2026-1527, PYSEC-2026-2573, PYSEC-2026-2574
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-sdk@0.2.9: 2 known vulnerabilitiesPYSEC-2026-2575, PYSEC-2026-4240
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.4.34: 4 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, PYSEC-2026-2584, GHSA-f4xh-w4cj-qxq8
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@3.3.1: 4 known vulnerabilitiesPYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.11.3: 1 known vulnerabilityPYSEC-2026-107
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@5.29.5: 1 known vulnerabilityPYSEC-2026-1805
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.1: 9 known vulnerabilitiesPYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.20: 7 known vulnerabilitiesPYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039 +2 more
uv.lock - 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
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.8.0: 8 known vulnerabilitiesPYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-2286 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.3.0: 8 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1997, PYSEC-2026-1998 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.wheel@0.45.1: 1 known vulnerabilityPYSEC-2026-2047
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmentude` 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. hint: Build failures usually indicate a problem with the package or the build environment
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriesmirrors.aliyun.com, releases.astral.sh
- lowLow. Minor, or common in normal tools. Shown for information.filelock@3.20.0: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.h2@4.3.0: 1 known vulnerabilityPYSEC-2026-3628
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.hpack@4.1.0: 1 known vulnerabilityPYSEC-2026-4053
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.11: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-openai@0.3.35: 1 known vulnerabilityPYSEC-2026-76
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-text-splitters@0.3.11: 1 known vulnerabilityPYSEC-2026-77
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.marshmallow@3.26.1: 1 known vulnerabilityPYSEC-2026-1605
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.0: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.37.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.1.1: 1 known vulnerabilityPYSEC-2026-2270
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 1 known vulnerabilityPYSEC-2026-2275
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@80.9.0: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
mirrors.aliyun.comreleases.astral.sh
While running
Not run — the code wasn't started in this scan
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