Open AgentRL AI Agent

by Gen-Verse• 659•• Scanned•Claim this listing•Request removal
Learning Resourcesagent rlcoding agententropy methodgrpogui agent

RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios

Open AgentRL is an open-source ai agent by Gen-Verse, written mainly in Python, with 659 GitHub stars and the Apache-2.0 license. Its code was last updated Jun 12, 2026.

Scan summary: scanned Nov 5, 2026 at commit 506ec70. Seen able to run shell commands, run dynamic code, connect to the internet. Scan policy

Scanned
Full scan at 506ec70 · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanfail
Dependency audit1227 known vulnerabilitiesfail
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (191)

  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
    Details are available to the maintainer after claiming this listing.
  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    code-execution issue
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  • high
    secrets issue
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  • high
    secrets issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
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  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • medium
    Contacts a hard-coded IP address instead of a domain name.
    OSWorld-main/desktop_env/controllers/setup.py:136
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:126
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:144
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:147
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:164
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:220
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:239
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:248
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/manager.py:285
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/provider.py:28
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/virtualbox/provider.py:66
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/vmware/manager.py:210
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/vmware/manager.py:230
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/vmware/manager.py:273
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/providers/vmware/provider.py:53
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/server/main.py:191
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    OSWorld-main/desktop_env/server/main.py:418
  • medium
    Contacts a hard-coded IP address instead of a domain name.
    OSWorld-main/mm_agents/aguvis_agent.py:604
  • medium
    Contacts a hard-coded IP address instead of a domain name.
    OSWorld-main/mm_agents/aguvis_agent.py:610
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    OSWorld-main/mm_agents/opencua/opencua_agent.py:449
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    OSWorld-main/mm_agents/opencua/opencua_agent_local.py:687
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    OSWorld-main/mm_agents/opencua/utils.py:83
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    OSWorld-main/mm_agents/qwen3vl_agent_local.py:637
  • medium
    Turns off TLS certificate checking, allowing traffic interception.
    OSWorld-main/mm_agents/uitars15_v1_local.py:778
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_eval.py:27
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_eval.py:40
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    alfworld_master/alfworld/agents/detector/utils.py:115
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_master/alfworld/gen/scripts/replay_checks.py:46
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_master/alfworld/gen/utils/video_util.py:10
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_master/docker/docker_build.py:51
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_master/docker/docker_run.py:91
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_master/docker/docker_run.py:94
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_rl.py:8
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_rl.py:11
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_rl.py:15
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    alfworld_rl.py:19
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    autotool/phase1/rl/recipe/r1/data_process.py:140
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    autotool/phase1/rl/recipe/r1/tasks/livecodebench.py:63
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_eval.py:8
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_eval.py:11
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_eval.py:15
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_eval.py:19
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_rl.py:8
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_rl.py:11
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_rl.py:15
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    coding_rl.py:19
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_eval.py:11
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_eval.py:14
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_eval.py:18
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_eval.py:22
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_rl.py:12
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_rl.py:15
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_rl.py:19
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    osworld_rl.py:23
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    recipe/r1/data_process.py:140
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    recipe/r1/tasks/livecodebench.py:63
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    verl/protocol.py:363
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    verl/utils/hdfs_io.py:141
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    verl/workers/rollout/sglang_rollout/utils.py:67
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    verl/workers/rollout/vllm_rollout/vllm_async_server.py:173
  • medium
    Deserializes data with pickle/marshal, which can execute code.
    verl/workers/rollout/vllm_rollout/vllm_rollout_spmd.py:467
  • medium
    accelerate@1.10.1: 1 known vulnerability
    PYSEC-2026-3804
    OSWorld-main/uv.lock
  • medium
    azure-core@1.35.0: 1 known vulnerability
    PYSEC-2026-1208
    OSWorld-main/uv.lock
  • medium
    fsspec@2025.7.0: 1 known vulnerability
    PYSEC-2026-4217
    OSWorld-main/uv.lock
  • medium
    gdown@5.2.0: 1 known vulnerability
    PYSEC-2026-2158
    OSWorld-main/uv.lock
  • medium
    httplib2@0.22.0: 1 known vulnerability
    PYSEC-2026-3444
    OSWorld-main/uv.lock
  • medium
    lxml@6.0.1: 1 known vulnerability
    PYSEC-2026-87
    OSWorld-main/uv.lock
  • medium
    msgpack@1.1.1: 2 known vulnerabilities
    PYSEC-2026-3625, GHSA-j586-36cw-2gc2
    OSWorld-main/uv.lock
  • medium
    pdfminer-six@20250506: 2 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762
    OSWorld-main/uv.lock
  • medium
    protobuf@5.29.5: 1 known vulnerability
    PYSEC-2026-1805
    OSWorld-main/uv.lock
  • medium
    pyasn1@0.6.1: 9 known vulnerabilities
    PYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +4 more
    OSWorld-main/uv.lock
  • medium
    pypdf@6.0.0: 66 known vulnerabilities
    PYSEC-2026-1827, PYSEC-2026-1828, PYSEC-2026-1829, PYSEC-2026-1831, PYSEC-2026-1832 +61 more
    OSWorld-main/uv.lock
  • medium
    soupsieve@2.8: 4 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
    OSWorld-main/uv.lock
  • medium
    starlette@0.47.3: 6 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248 +1 more
    OSWorld-main/uv.lock
  • medium
    ujson@5.11.0: 4 known vulnerabilities
    PYSEC-2026-2291, PYSEC-2026-2292, PYSEC-2026-2293, PYSEC-2026-2294
    OSWorld-main/uv.lock
  • medium
    urllib3@2.5.0: 6 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1998, PYSEC-2026-4175 +1 more
    OSWorld-main/uv.lock
  • medium
    werkzeug@2.0.3: 22 known vulnerabilities
    PYSEC-2022-203, PYSEC-2023-221, PYSEC-2023-57, PYSEC-2023-58, PYSEC-2026-2043 +17 more
    alfworld_master/requirements-full.txt
  • medium
    flask@2.1.3: 4 known vulnerabilities
    PYSEC-2023-62, PYSEC-2026-2151, PYSEC-2023-62, PYSEC-2026-2151
    alfworld_master/requirements-full.txt
  • medium
    setuptools@9.1.0: 12 known vulnerabilities
    PYSEC-2022-43012, PYSEC-2025-49, PYSEC-2026-1918, PYSEC-2026-3447, PYSEC-2022-43012 +7 more
    alfworld_master/requirements-full.txt
  • medium
    requests@2.9.2: 15 known vulnerabilities
    PYSEC-2018-28, PYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275 +10 more
    alfworld_master/requirements-vis.txt
  • medium
    jinja2@3.1.2: 5 known vulnerabilities
    PYSEC-2026-1471, PYSEC-2026-1472, PYSEC-2026-1473, PYSEC-2026-1474, PYSEC-2026-1475
    autotool/requirements.txt
  • medium
    accelerate@0.24.1: 1 known vulnerability
    PYSEC-2026-3804
    autotool/requirements.txt
  • medium
    fsspec@2023.10.0: 1 known vulnerability
    PYSEC-2026-4217
    autotool/requirements.txt
  • medium
    hydra-core@1.3.2: 2 known vulnerabilities
    PYSEC-2026-3850, PYSEC-2026-4221
    autotool/requirements.txt
  • medium
    sentencepiece@0.1.99: 1 known vulnerability
    PYSEC-2026-1909
    autotool/requirements.txt
  • medium
    urllib3@2.4.0: 8 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1997, PYSEC-2026-1998 +3 more
    autotool/requirements.txt
  • medium
    accelerate@1.9.0: 1 known vulnerability
    PYSEC-2026-3804
    requirements-npu.txt
  • medium
    accelerate@1.6.0: 1 known vulnerability
    PYSEC-2026-3804
    requirements_rlanything.txt
  • medium
    torch@2.8.0: 8 known vulnerabilities
    PYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-2286 +3 more
    requirements_rlanything.txt
  • medium
    fsspec@2025.3.0: 1 known vulnerability
    PYSEC-2026-4217
    requirements_rlanything.txt
  • medium
    httpcore2@2.9.1: 1 known vulnerability
    PYSEC-2026-3844
    requirements_rlanything.txt
  • medium
    httpx2@2.9.1: 5 known vulnerabilities
    PYSEC-2026-3845, PYSEC-2026-3846, PYSEC-2026-3847, PYSEC-2026-3848, PYSEC-2026-3849
    requirements_rlanything.txt
  • medium
    xgrammar@0.1.25: 1 known vulnerability
    PYSEC-2026-2322
    requirements_rlanything.txt
  • medium
    protobuf@4.25.9: 1 known vulnerability
    PYSEC-2026-1805
    requirements_sglang.txt
  • medium
    tqdm@4.9.0: 2 known vulnerabilities
    PYSEC-2017-74, PYSEC-2026-1976
    requirements_sglang.txt
  • medium
    virtualenv@21.9.1: 15 known vulnerabilities
    GHSA-394h-qwmc-48pf, GHSA-43mp-35q3-x3fq, GHSA-494p-63j8-28p3, GHSA-558c-9hv2-4prj, GHSA-5vjq-rrrf-7h2q +10 more
    requirements_sglang.txt
  • low
    In tests/examples/docs: Executes dynamically built code (eval / exec).
    autotool/phase1/rl/recipe/langgraph_agent/example/math_expression.py:32
  • low
    In tests/examples/docs: Executes dynamically built code (eval / exec).
    recipe/langgraph_agent/example/math_expression.py:32
  • low
    In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
    verl/utils/reward_score/livecodebench/lcb_runner/benchmarks/code_generation.py:68
  • low
    Possible example credential in docs/tests: aws-access-token
    6 matches in this file
    autotool/phase1/rl/recipe/deepeyes/README.md:39
  • low
    Possible example credential in docs/tests: aws-access-token
    6 matches in this file
    recipe/deepeyes/README.md:39
  • low
    Possible example credential in docs/tests: generic-api-key
    examples/gmpo_trainer/README.md:27
  • low
    flask@3.0.0: 1 known vulnerability
    PYSEC-2026-2151
    OSWorld-main/monitor/requirements.txt
  • low
    python-dotenv@0.19.0: 1 known vulnerability
    PYSEC-2026-2270
    OSWorld-main/monitor/requirements.txt
  • low
    flask@3.0.3: 3 known vulnerabilities
    PYSEC-2026-2151, PYSEC-2026-2151, PYSEC-2026-2151
    OSWorld-main/monitor/requirements.txt
  • low
    diskcache@5.6.3: 2 known vulnerabilities
    PYSEC-2026-2447, PYSEC-2026-2447
    OSWorld-main/requirements.txt
  • low
    idna@3.9.0: 5 known vulnerabilities
    PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215
    OSWorld-main/requirements.txt
  • low
    filelock@3.19.1: 8 known vulnerabilities
    PYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, PYSEC-2026-1374 +3 more
    OSWorld-main/uv.lock
  • low
    fonttools@4.59.2: 1 known vulnerability
    PYSEC-2026-1389
    OSWorld-main/uv.lock
  • low
    idna@3.10: 2 known vulnerabilities
    PYSEC-2026-215, PYSEC-2026-215
    OSWorld-main/uv.lock
  • low
    paramiko@4.0.0: 1 known vulnerability
    PYSEC-2026-2858
    OSWorld-main/uv.lock
  • low
    pygments@2.19.2: 1 known vulnerability
    PYSEC-2026-2987
    OSWorld-main/uv.lock
  • low
    pynacl@1.5.0: 1 known vulnerability
    PYSEC-2026-3002
    OSWorld-main/uv.lock
  • low
    pypdf2@3.0.1: 1 known vulnerability
    PYSEC-2026-1835
    OSWorld-main/uv.lock
  • low
    python-dotenv@1.1.1: 1 known vulnerability
    PYSEC-2026-2270
    OSWorld-main/uv.lock
  • low
    requests@2.31.0: 3 known vulnerabilities
    PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275
    OSWorld-main/uv.lock
  • low
    setuptools@80.9.0: 2 known vulnerabilities
    PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
    OSWorld-main/uv.lock
  • low
    tqdm@4.65.2: 1 known vulnerability
    PYSEC-2026-1976
    OSWorld-main/uv.lock
  • low
    werkzeug@3.1.3: 4 known vulnerabilities
    PYSEC-2026-2044, PYSEC-2026-2046, PYSEC-2026-2320, PYSEC-2026-4312
    OSWorld-main/uv.lock
  • low
    datasets@2.16.0: 1 known vulnerability
    PYSEC-2026-3716
    autotool/requirements.txt
  • low
    filelock@3.13.1: 4 known vulnerabilities
    PYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
    autotool/requirements.txt
  • low
    fonttools@4.47.0: 1 known vulnerability
    PYSEC-2026-1389
    autotool/requirements.txt
  • low
    pyarrow@14.0.2: 1 known vulnerability
    PYSEC-2024-161
    autotool/requirements.txt
  • low
    requests@2.32.3: 2 known vulnerabilities
    PYSEC-2026-1872, PYSEC-2026-2275
    autotool/requirements.txt
  • low
    datasets@3.5.1: 1 known vulnerability
    PYSEC-2026-3716
    requirements_rlanything.txt
  • low
    scipy@1.6.1: 2 known vulnerabilities
    PYSEC-2023-102, PYSEC-2023-114
    requirements_rlanything.txt
  • low
    No manifest declaring network access and environment variables (agent.json)

Network activity

During install
files.pythonhosted.orgpypi.org
While running
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