TapeAgents AI Agent
by ServiceNowTapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle
TapeAgents is an open-source ai agent by ServiceNow, written mainly in Python, with 320 GitHub stars and the Apache-2.0 license. Its code was last updated Dec 16, 2025.
Scan summary: scanned Nov 5, 2026 at commit e22d5e3. Seen able to run shell commands, run dynamic code, 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
e22d5e3 · 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 audit566 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 (94)
- highHigh. Something risky that needs a close look before you install.code-execution 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.
- 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.Turns off TLS certificate checking, allowing traffic interception.
tapeagents/llms/trainable.py:147 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
tapeagents/llms/trainable.py:258 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
tapeagents/llms/trainable.py:298 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
tapeagents/llms/trainable.py:362 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
tapeagents/llms/trainable.py:439 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
tapeagents/remote_environment.py:272 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
tapeagents/remote_environment.py:359 - 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.
tapeagents/tools/computer/api.py:107 - 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.
tapeagents/tools/computer/api.py:134 - 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.
tapeagents/tools/computer/computer.py:171 - 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.
tapeagents/tools/computer/computer.py:175 - 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.
tapeagents/tools/grounding.py:18 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.7.0: 1 known vulnerabilityPYSEC-2026-3804
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@43.0.3: 6 known vulnerabilitiesPYSEC-2026-1284, PYSEC-2026-2141, PYSEC-2026-35, PYSEC-2026-3553, PYSEC-2026-3554 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.7.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.docling@2.28.4: 8 known vulnerabilitiesPYSEC-2026-2143, PYSEC-2026-2146, PYSEC-2026-240, PYSEC-2026-2454, PYSEC-2026-2455 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.docling-core@2.34.2: 3 known vulnerabilitiesPYSEC-2026-1313, PYSEC-2026-2456, PYSEC-2026-2457
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2024.6.1: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.gradio@5.12.0: 10 known vulnerabilitiesPYSEC-2026-1410, PYSEC-2026-1423, PYSEC-2026-211, PYSEC-2026-2178, PYSEC-2026-2179 +5 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.hydra-core@1.3.2: 2 known vulnerabilitiesPYSEC-2026-3850, PYSEC-2026-4221
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.json-repair@0.37.0: 1 known vulnerabilityGHSA-xf7x-x43h-rpqh
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.jupyter-core@5.7.2: 1 known vulnerabilityPYSEC-2026-1477
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain@0.3.15: 2 known vulnerabilitiesPYSEC-2026-2192, PYSEC-2026-2555
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-community@0.3.15: 1 known vulnerabilityPYSEC-2026-1515
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-text-splitters@0.3.5: 2 known vulnerabilitiesPYSEC-2026-1520, PYSEC-2026-77
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.1.147: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@5.2.2: 1 known vulnerabilityPYSEC-2026-87
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml-html-clean@0.4.1: 3 known vulnerabilitiesPYSEC-2026-2201, PYSEC-2026-2202, PYSEC-2026-2614
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mako@1.3.8: 3 known vulnerabilitiesPYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-88
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.markdown@3.7: 1 known vulnerabilityPYSEC-2026-89
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.9.0: 7 known vulnerabilitiesPYSEC-2026-1616, PYSEC-2026-1617, PYSEC-2026-1618, PYSEC-2026-3482, PYSEC-2026-3483 +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mistune@3.1.0: 17 known vulnerabilitiesPYSEC-2026-168, PYSEC-2026-2206, PYSEC-2026-2207, PYSEC-2026-2208, PYSEC-2026-2209 +12 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.msgpack@1.1.0: 2 known vulnerabilitiesPYSEC-2026-3625, GHSA-j586-36cw-2gc2
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.16.4: 4 known vulnerabilitiesPYSEC-2026-1691, PYSEC-2026-2229, PYSEC-2026-2230, GHSA-pjvx-prjx-h659
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@3.2.2: 3 known vulnerabilitiesPYSEC-2026-4113, PYSEC-2026-4114, GHSA-7984-qgvg-3j9c
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.10.13: 1 known vulnerabilityPYSEC-2026-107
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfminer-six@20240706: 2 known vulnerabilitiesPYSEC-2026-1761, PYSEC-2026-1762
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pip@24.3.1: 6 known vulnerabilitiesPYSEC-2026-1795, PYSEC-2026-1796, PYSEC-2026-196, PYSEC-2026-2875, PYSEC-2026-2876 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@5.29.2: 2 known vulnerabilitiesPYSEC-2026-1805, PYSEC-2026-1806
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@18.1.0: 1 known vulnerabilityPYSEC-2026-113
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.pymdown-extensions@10.13: 4 known vulnerabilitiesPYSEC-2026-1825, PYSEC-2026-2999, PYSEC-2026-3609, PYSEC-2026-3654
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.18: 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.sentencepiece@0.2.0: 1 known vulnerabilityPYSEC-2026-1909
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.setuptools@75.6.0: 3 known vulnerabilitiesPYSEC-2025-49, PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.6: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.41.3: 7 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.text-generation@0.7.0: 2 known vulnerabilitiesPYSEC-2026-1965, PYSEC-2026-1966
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tornado@6.4.2: 18 known vulnerabilitiesPYSEC-2025-265, PYSEC-2025-266, PYSEC-2025-267, PYSEC-2026-140, PYSEC-2026-1974 +13 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ujson@5.10.0: 4 known vulnerabilitiesPYSEC-2026-2291, PYSEC-2026-2292, PYSEC-2026-2293, PYSEC-2026-2294
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.virtualenv@20.28.0: 20 known vulnerabilitiesPYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +15 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.xgrammar@0.1.10: 3 known vulnerabilitiesPYSEC-2025-235, PYSEC-2026-2054, PYSEC-2026-2322
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.yt-dlp@2025.1.15: 6 known vulnerabilitiesPYSEC-2026-3430, PYSEC-2026-3431, PYSEC-2026-3432, PYSEC-2026-3433, PYSEC-2026-3622 +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.In tests/examples/docs: Contacts a hard-coded IP address instead of a domain name.
examples/optimize/optimize.py:47 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
tests/examples/res/delegate_stack/llm.json:14 - lowLow. Minor, or common in normal tools. Shown for information.bleach@6.2.0: 2 known vulnerabilitiesGHSA-8rfp-98v4-mmr6, GHSA-gj48-438w-jh9v
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.datasets@2.21.0: 1 known vulnerabilityPYSEC-2026-3716
uv.lock - 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.dspy@2.6.3: 1 known vulnerabilityPYSEC-2026-1318
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastapi-sso@0.16.0: 1 known vulnerabilityPYSEC-2026-1362
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.16.1: 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.flask@3.1.0: 2 known vulnerabilitiesPYSEC-2026-1377, PYSEC-2026-2151
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.10: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.jinja2@3.1.5: 1 known vulnerabilityPYSEC-2026-1471
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.markdownify@0.13.1: 1 known vulnerabilityPYSEC-2026-1604
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.marshmallow@3.23.2: 1 known vulnerabilityPYSEC-2026-1605
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.memray@1.15.0: 1 known vulnerabilityPYSEC-2026-2203
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.mkdocs-material@9.5.46: 1 known vulnerabilityPYSEC-2026-3864
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.18.0: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pynacl@1.5.0: 1 known vulnerabilityPYSEC-2026-3002
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.3.3: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.0.1: 1 known vulnerabilityPYSEC-2026-2270
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.3: 2 known vulnerabilitiesPYSEC-2026-1872, PYSEC-2026-2275
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.streamlit@1.42.0: 2 known vulnerabilitiesPYSEC-2026-212, PYSEC-2026-2285
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.werkzeug@3.1.3: 4 known vulnerabilitiesPYSEC-2026-2044, PYSEC-2026-2046, PYSEC-2026-2320, PYSEC-2026-4312
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
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