GPTSwarm AI Agent
by metauto-ai🐝 The First Self-Improving agents with RL / Prompting Optimization
GPTSwarm is an open-source ai agent by metauto-ai, written mainly in Python, with 1,064 GitHub stars and the MIT license. Its code was last updated Feb 5, 2026.
Scan summary: scanned Nov 5, 2026 at commit c23a827. Seen able to run shell commands. 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
c23a827 · 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 audit166 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.
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 (18)
- 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.
swarm/graph/visualize.py:51 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2023.6.0: 1 known vulnerabilityPYSEC-2026-4217
swarm/environment/domain/gaia/evaluation/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
swarm/environment/domain/gaia/evaluation/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.9.9: 2 known vulnerabilitiesPYSEC-2024-40, PYSEC-2026-107
swarm/environment/domain/gaia/evaluation/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.9: 8 known vulnerabilitiesPYSEC-2026-1851, PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038 +3 more
swarm/environment/domain/gaia/evaluation/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.setuptools@9.1.0: 4 known vulnerabilitiesPYSEC-2022-43012, PYSEC-2025-49, PYSEC-2026-1918, PYSEC-2026-3447
swarm/environment/domain/gaia/evaluation/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.datasets@2.14.5: 1 known vulnerabilityPYSEC-2026-3716
swarm/environment/domain/gaia/evaluation/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.h2@3.2.0: 2 known vulnerabilitiesPYSEC-2026-1435, PYSEC-2026-3628
swarm/environment/domain/gaia/evaluation/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.hpack@3.0.0: 1 known vulnerabilityPYSEC-2026-4053
swarm/environment/domain/gaia/evaluation/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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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
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