Swarms AI Agent by kyegomez
by kyegomezThe Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Swarms is an open-source ai agent by kyegomez, written mainly in Python, with 7,340 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit d2b66cd. Seen able to run shell commands, read environment and secrets. 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
d2b66cd · 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.
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 audit381 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Passed. This check ran and found nothing it flags.ManifestSKILL.mdpassPassed. This check ran and found nothing it flags.
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.
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 (28)
- 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.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
swarms/structs/autonomous_loop_utils.py:1113 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.9: 16 known vulnerabilitiesPYSEC-2026-1851, PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038 +11 more
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.idna@2.9.0: 2 known vulnerabilitiesPYSEC-2024-60, PYSEC-2026-215
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@0.9.1: 5 known vulnerabilitiesPYSEC-2026-1616, PYSEC-2026-1617, PYSEC-2026-1618, PYSEC-2026-3482, PYSEC-2026-3483
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@5.1.0: 134 known vulnerabilitiesPYSEC-2026-1827, PYSEC-2026-1828, PYSEC-2026-1829, PYSEC-2026-1830, PYSEC-2026-1831 +129 more
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.setuptools@9.1.0: 8 known vulnerabilitiesPYSEC-2022-43012, PYSEC-2025-49, PYSEC-2026-1918, PYSEC-2026-3447, PYSEC-2022-43012 +3 more
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tqdm@4.9.0: 2 known vulnerabilitiesPYSEC-2017-74, PYSEC-2026-1976
examples/guides/deployment/fastapi/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpcore2@2.9.1: 2 known vulnerabilitiesPYSEC-2026-3844, PYSEC-2026-3844
examples/tools/stagehand/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpx2@2.9.1: 10 known vulnerabilitiesPYSEC-2026-3845, PYSEC-2026-3846, PYSEC-2026-3847, PYSEC-2026-3848, PYSEC-2026-3849 +5 more
examples/tools/stagehand/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.9.4: 6 known vulnerabilitiesPYSEC-2026-1617, PYSEC-2026-1618, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j +1 more
examples/tools/stagehand/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Sends data to a paste site, webhook catcher or chat webhook — common exfiltration channels.
examples/tools/social_media/social_media_tools.py:285 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
README_zh.md:95 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
CONTRIBUTING.md:39 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
README.md:114 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
examples/utils/misc/conversation_test_truncate.py:98 - lowLow. Minor, or common in normal tools. Shown for information.h2@3.2.0: 2 known vulnerabilitiesPYSEC-2026-1435, PYSEC-2026-3628
examples/guides/deployment/fastapi/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.hpack@3.0.0: 1 known vulnerabilityPYSEC-2026-4053
examples/guides/deployment/fastapi/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.Reads environment variables not listed in the manifestSWARMS_TELEMETRY_ON, OPENAI_API_KEY, PROPERTYRADAR_API_KEY, RAPID_API_KEY, EXA_API_KEY, GROQ_API_KEY, SWARMS_API_KEY, MEM0_API_KEY, GOOGLE_CALENDAR_ACCESS_TOKEN, X402_PRIVATE_KEY, WALLET_ADDRESS, HF_TOKEN, FIRECRAWL_API_KEY, SEMGREP_APP_TOKEN, ACME_MCP_KEY
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
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