Meta Agents Research Environments

by facebookresearch• 576•• Scanned•Claim this listing•Request removal
Research & Analysisagentsaiautonomous agentsbenchmarkevaluation

Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.

Meta Agents Research Environments is an open-source ai agent by facebookresearch, written mainly in Python, with 576 GitHub stars and the MIT license. Its code was last updated Sep 30, 2026.

Scan summary: scanned Nov 5, 2026 at commit a9fd2ed. Seen able to run shell commands. Scan policy

Scanned
Full scan at a9fd2ed · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanpass
Dependency audit817 known vulnerabilitiesfail
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (84)

  • 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
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    build_hooks/build_gui.py:26
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    build_hooks/build_gui.py:31
  • medium
    brace-expansion@1.1.12: 7 known vulnerabilities
    GHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
    are/simulation/gui/client/package-lock.json
  • medium
    brace-expansion@2.0.2: 7 known vulnerabilities
    GHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
    are/simulation/gui/client/package-lock.json
  • medium
    browserslist@4.28.1: 2 known vulnerabilities
    GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
    are/simulation/gui/client/package-lock.json
  • medium
    flatted@3.3.3: 2 known vulnerabilities
    GHSA-25h7-pfq9-p65f, GHSA-rf6f-7fwh-wjgh
    are/simulation/gui/client/package-lock.json
  • medium
    js-yaml@3.14.2: 4 known vulnerabilities
    GHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68
    are/simulation/gui/client/package-lock.json
  • medium
    js-yaml@4.1.1: 4 known vulnerabilities
    GHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68
    are/simulation/gui/client/package-lock.json
  • medium
    minimatch@3.1.2: 3 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
    are/simulation/gui/client/package-lock.json
  • medium
    minimatch@9.0.5: 4 known vulnerabilities
    GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
    are/simulation/gui/client/package-lock.json
  • medium
    nanoid@3.3.11: 3 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
    are/simulation/gui/client/package-lock.json
  • medium
    nanoid@5.1.6: 2 known vulnerabilities
    GHSA-28wg-ghj8-5hjv, GHSA-xwg4-73v4-xw9w
    are/simulation/gui/client/package-lock.json
  • medium
    picomatch@4.0.3: 2 known vulnerabilities
    GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
    are/simulation/gui/client/package-lock.json
  • medium
    postcss@8.5.6: 4 known vulnerabilities
    GHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
    are/simulation/gui/client/package-lock.json
  • medium
    rollup@4.56.0: 1 known vulnerability
    GHSA-mw96-cpmx-2vgc
    are/simulation/gui/client/package-lock.json
  • medium
    source-map-js@1.2.1: 1 known vulnerability
    GHSA-68fv-2mgg-jv7q
    are/simulation/gui/client/package-lock.json
  • medium
    uuid@13.0.0: 1 known vulnerability
    GHSA-w5hq-g745-h8pq
    are/simulation/gui/client/package-lock.json
  • medium
    vite@7.3.1: 10 known vulnerabilities
    GHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
    are/simulation/gui/client/package-lock.json
  • medium
    ws@8.19.0: 2 known vulnerabilities
    GHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
    are/simulation/gui/client/package-lock.json
  • medium
    filelock@3.25.2: 27 known vulnerabilities
    GHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +22 more
    gaia2-cli/cli/uv.lock
  • medium
    fsspec@2024.12.0: 3 known vulnerabilities
    PYSEC-2026-4217, PYSEC-2026-4217, PYSEC-2026-4217
    gaia2-cli/cli/uv.lock
  • medium
    urllib3@2.6.3: 15 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177 +10 more
    gaia2-cli/cli/uv.lock
  • medium
    fsspec@2026.2.0: 2 known vulnerabilities
    PYSEC-2026-4217, PYSEC-2026-4217
    gaia2-cli/core/uv.lock
  • medium
    aiohttp@3.14.3: 8 known vulnerabilities
    GHSA-2g87-pp6c-29x5, GHSA-494j-54xm-rwp3, GHSA-5wr8-gcqf-gqf3, GHSA-6cjc-53gc-5rqm, GHSA-9xw5-w5jj-pvcg +3 more
    gaia2-cli/mt/uv.lock
  • medium
    filelock@3.32.2: 12 known vulnerabilities
    GHSA-567q-5qvw-pf92, GHSA-6627-m3xw-93mp, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9c4x-gm8v-wgc4 +7 more
    gaia2-cli/mt/uv.lock
  • medium
    urllib3@2.7.0: 3 known vulnerabilities
    PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
    gaia2-cli/mt/uv.lock
  • 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-dev.txt
  • medium
    pypdf@6.0.0: 132 known vulnerabilities
    PYSEC-2026-1827, PYSEC-2026-1828, PYSEC-2026-1829, PYSEC-2026-1831, PYSEC-2026-1832 +127 more
    requirements-gui.txt
  • medium
    starlette@0.47.2: 12 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248 +7 more
    requirements-gui.txt
  • medium
    strawberry-graphql@0.275.5: 10 known vulnerabilities
    PYSEC-2026-133, PYSEC-2026-134, PYSEC-2026-2283, PYSEC-2026-2284, PYSEC-2026-4303 +5 more
    requirements-gui.txt
  • medium
    mcp@1.11.0: 14 known vulnerabilities
    PYSEC-2026-1617, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +9 more
    requirements.txt
  • medium
    pdfminer-six@20231228: 4 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762, PYSEC-2026-1761, PYSEC-2026-1762
    requirements.txt
  • medium
    httpcore2@2.9.1: 1 known vulnerability
    PYSEC-2026-3844
    requirements.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.txt
  • medium
    pdfminer-six@20231228.0.0: 2 known vulnerabilities
    PYSEC-2026-1761, PYSEC-2026-1762
    requirements.txt
  • medium
    python-multipart@0.0.9: 8 known vulnerabilities
    PYSEC-2026-1851, PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038 +3 more
    requirements.txt
  • medium
    graphql-core@3.2.7: 2 known vulnerabilities
    GHSA-r77w-qph3-7vf8, GHSA-vj8h-fx38-h3vc
    uv.lock
  • medium
    jaraco-context@6.0.1: 1 known vulnerability
    PYSEC-2026-1469
    uv.lock
  • medium
    lxml@6.0.2: 1 known vulnerability
    PYSEC-2026-87
    uv.lock
  • medium
    pyarrow@22.0.0: 1 known vulnerability
    PYSEC-2026-113
    uv.lock
  • medium
    python-multipart@0.0.20: 7 known vulnerabilities
    PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039 +2 more
    uv.lock
  • medium
    soupsieve@2.8: 4 known vulnerabilities
    PYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
    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
    uv.lock
  • medium
    virtualenv@20.35.4: 20 known vulnerabilities
    PYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +15 more
    uv.lock
  • low
    Possible example credential in docs/tests: generic-api-key
    gaia2-cli/runner/tests/test_sequential.py:168
  • low
    @babel/core@7.28.6: 1 known vulnerability
    GHSA-4x5r-pxfx-6jf8
    are/simulation/gui/client/package-lock.json
  • low
    @humanfs/node@0.16.7: 1 known vulnerability
    GHSA-p498-v437-472g
    are/simulation/gui/client/package-lock.json
  • low
    @vitest/mocker@3.2.4: 2 known vulnerabilities
    GHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
    are/simulation/gui/client/package-lock.json
  • low
    ajv@6.12.6: 1 known vulnerability
    GHSA-2g4f-4pwh-qvx6
    are/simulation/gui/client/package-lock.json
  • low
    baseline-browser-mapping@2.9.17: 1 known vulnerability
    GHSA-w5vr-8v7q-w6rv
    are/simulation/gui/client/package-lock.json
  • low
    yaml@1.10.2: 1 known vulnerability
    GHSA-48c2-rrv3-qjmp
    are/simulation/gui/client/package-lock.json
  • low
    idna@3.9.0: 3 known vulnerabilities
    PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215
    docs/requirements.txt
  • low
    idna@3.11: 4 known vulnerabilities
    PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215
    gaia2-cli/cli/uv.lock
  • low
    multidict@6.7.1: 4 known vulnerabilities
    PYSEC-2026-4244, PYSEC-2026-4244, PYSEC-2026-4244, PYSEC-2026-4244
    gaia2-cli/cli/uv.lock
  • low
    pygments@2.19.2: 4 known vulnerabilities
    PYSEC-2026-2987, PYSEC-2026-2987, PYSEC-2026-2987, PYSEC-2026-2987
    gaia2-cli/cli/uv.lock
  • low
    pytest@9.0.2: 2 known vulnerabilities
    PYSEC-2026-1845, PYSEC-2026-1845
    gaia2-cli/cli/uv.lock
  • low
    python-dotenv@1.0.1: 3 known vulnerabilities
    PYSEC-2026-2270, PYSEC-2026-2270, PYSEC-2026-2270
    gaia2-cli/cli/uv.lock
  • low
    requests@2.32.5: 4 known vulnerabilities
    PYSEC-2026-2275, PYSEC-2026-2275, PYSEC-2026-2275, PYSEC-2026-2275
    gaia2-cli/cli/uv.lock
  • low
    setuptools@84.0.0: 1 known vulnerability
    GHSA-xmj3-9gf7-h52w
    gaia2-cli/mt/uv.lock
  • low
    datasets@4.8.4: 1 known vulnerability
    PYSEC-2026-3716
    gaia2-cli/runner/uv.lock
  • low
    pytest@8.3.4: 2 known vulnerabilities
    PYSEC-2026-1845, PYSEC-2026-1845
    requirements-dev.txt
  • low
    filelock@3.19.1: 4 known vulnerabilities
    PYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
    requirements-dev.txt
  • low
    datasets@4.0.0: 2 known vulnerabilities
    PYSEC-2026-3716, PYSEC-2026-3716
    requirements.txt
  • low
    filelock@3.20.0: 4 known vulnerabilities
    PYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
    uv.lock
  • low
    multidict@6.7.0: 1 known vulnerability
    PYSEC-2026-4244
    uv.lock
  • low
    pydantic-settings@2.12.0: 1 known vulnerability
    GHSA-4xgf-cpjx-pc3j
    uv.lock
  • 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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