AI Agents For Cybersecurity MCP Server
by santosomarHands-on code, labs, and reference material by Omar Santos for building, securing, and operating AI agents in cybersecurity.
AI Agents For Cybersecurity is an open-source mcp server by santosomar, written mainly in Python, with 263 GitHub stars and the BSD-3-Clause license. Its code was last updated Oct 30, 2026.
Scan summary: scanned Nov 5, 2026 at commit 0452bfa. 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
0452bfa · 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.
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 audit129 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 (29)
- 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.Contacts a hard-coded IP address instead of a domain name.
part5_agents_and_mcp_servers/deepagents_example/soc_agent.py:168 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Contacts a hard-coded IP address instead of a domain name.
part7_tokenomics/03_live_cache_check.py:28 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.9.0: 2 known vulnerabilitiesPYSEC-2024-40, PYSEC-2026-107
part5_agents_and_mcp_servers/mcp_servers_examples/shodan_mcp/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.32.7: 13 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-6627-m3xw-93mp, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9c4x-gm8v-wgc4 +8 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.gitpython@3.1.62: 7 known vulnerabilitiesGHSA-23mf-xhv8-69c2, GHSA-83vg-56qc-22m7, GHSA-f9j4-qggq-h239, GHSA-fx3j-rwgx-fr94, GHSA-gq48-pqfc-9p58 +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.json-repair@0.25.2: 1 known vulnerabilityGHSA-xf7x-x43h-rpqh
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@4.0.0: 1 known vulnerabilityGHSA-3jp2-3mrg-2vxc
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfminer-six@20251107: 1 known vulnerabilityPYSEC-2026-1761
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.4: 4 known vulnerabilitiesGHSA-2qm8-x737-gmw5, GHSA-9m75-vc3g-4x39, GHSA-fm9c-5rcf-2q5p, GHSA-mm57-4v3p-rchx
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.19.0: 18 known vulnerabilitiesGHSA-39mj-jf6j-2qj3, GHSA-42gh-23hr-vphw, GHSA-4vqv-7265-gm2w, GHSA-5849-834g-hvw5, GHSA-5hx5-vpf9-5wcv +13 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@21.7.13: 15 known vulnerabilitiesGHSA-394h-qwmc-48pf, GHSA-43mp-35q3-x3fq, GHSA-494p-63j8-28p3, GHSA-558c-9hv2-4prj, GHSA-5vjq-rrrf-7h2q +10 more
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 registriesreleases.astral.sh
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
part5_agents_and_mcp_servers/langgraph-vs-langgraph-cloud.md:222 - lowLow. Minor, or common in normal tools. Shown for information.langchain-openai@0.1.0: 1 known vulnerabilityPYSEC-2026-76
part5_agents_and_mcp_servers/mcp_servers_examples/shodan_mcp/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pydantic@2.0.0: 1 known vulnerabilityPYSEC-2026-1812
part5_agents_and_mcp_servers/mcp_servers_examples/shodan_mcp/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.0.0: 1 known vulnerabilityPYSEC-2026-2270
part5_agents_and_mcp_servers/mcp_servers_examples/shodan_mcp/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.diskcache@5.6.3: 1 known vulnerabilityPYSEC-2026-2447
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langgraph@1.2.9: 1 known vulnerabilityGHSA-3fx2-cqw9-xr3c
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.39.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@83.0.0: 1 known vulnerabilityGHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.tornado@6.5.9: 3 known vulnerabilitiesGHSA-pcg2-g6cj-q92c, GHSA-pw9p-v7r6-gx4p, GHSA-r4j5-9xpp-3985
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
files.pythonhosted.orgpypi.orgreleases.astral.sh
While running
Not run — the code wasn't started in this scan
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