Designing Real World AI Agents Workshop MCP Server
by iusztinpaulHands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video
Designing Real World AI Agents Workshop is an open-source mcp server by iusztinpaul, written mainly in Python, with 521 GitHub stars and the MIT license. Its code was last updated Jun 3, 2026.
Scan summary: scanned Nov 5, 2026 at commit ea4f6e9. Seen able to connect to the internet. Scan policy
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ea4f6e9 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
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.
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 audit443 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.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
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 (37)
- 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.
- 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.aiohttp@3.13.5: 44 known vulnerabilitiesPYSEC-2026-2104, PYSEC-2026-2105, PYSEC-2026-2106, PYSEC-2026-2107, PYSEC-2026-2108 +39 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@47.0.0: 4 known vulnerabilitiesPYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554, GHSA-537c-gmf6-5ccf
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 2 known vulnerabilitiesGHSA-45c3-73f7-pv4m, GHSA-45c3-73f7-pv4m
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.29.0: 9 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2026.3.0: 2 known vulnerabilitiesPYSEC-2026-4217, PYSEC-2026-4217
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.joserfc@1.6.4: 4 known vulnerabilitiesPYSEC-2026-2528, PYSEC-2026-2530, GHSA-9pg5-8c7x-5hfx, GHSA-jpxq-7h8p-2q76
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.27.0: 14 known vulnerabilitiesPYSEC-2026-3481, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +9 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.3: 14 known vulnerabilitiesPYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457, GHSA-2qm8-x737-gmw5, GHSA-9m75-vc3g-4x39 +9 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.27: 4 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3040, PYSEC-2026-3041
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@1.0.0: 10 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249 +5 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tornado@6.5.5: 26 known vulnerabilitiesPYSEC-2026-3387, PYSEC-2026-3388, PYSEC-2026-3389, PYSEC-2026-3928, GHSA-3hv7-mjh2-fv65 +21 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.6.3: 10 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177 +5 more
implement_yourself/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.25.2: 9 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.23: 6 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriesreleases.astral.sh
- lowLow. Minor, or common in normal tools. Shown for information.fastmcp@3.2.4: 1 known vulnerabilityGHSA-7xgj-8392-5q4r
implement_yourself/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.13: 1 known vulnerabilityPYSEC-2026-215
implement_yourself/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.1: 2 known vulnerabilitiesPYSEC-2026-4244, PYSEC-2026-4244
implement_yourself/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.41.1: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
implement_yourself/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.14.0: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
implement_yourself/uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastmcp@3.2.0: 1 known vulnerabilityGHSA-7xgj-8392-5q4r
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.opentelemetry-api@1.40.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.13.1: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@9.0.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
- lowLow. Minor, or common in normal tools. Shown for information.Couldn't work out how to start the server. Set "entrypoint" in agent.json.
Network activity
During install
files.pythonhosted.orgpypi.orgreleases.astral.sh
While running
Not run — the code wasn't started in this scan
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