Mem0 AI Agent

by mem0ai• 68k•• Scanned•Claim this listing•Request removal
Database Managementagentic memoryagentic memory systemagentsaiai agents

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Mem0 is an open-source ai agent by mem0ai, written mainly in Python, with 68,208 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 30, 2026.

Scan summary: scanned Nov 5, 2026 at commit ed1f10f. Seen able to run dynamic code. Scan policy

Scanned
Full scan at ed1f10f · Nov 5, 2026
Scanned Builds
Static code scanwarn
Secrets scanfail
Dependency audit427 known vulnerabilitiesfail
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (121)

  • high
    dropper issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
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  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets issue
    Details are available to the maintainer after claiming this listing.
  • high
    secrets 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
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  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • medium
    nanoid@3.3.16: 3 known vulnerabilities
    GHSA-2v37-7h3g-55p8, GHSA-2v37-7h3g-55p8, GHSA-2v37-7h3g-55p8
    cli/node/pnpm-lock.yaml
  • medium
    source-map-js@1.2.1: 5 known vulnerabilities
    GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q
    cli/node/pnpm-lock.yaml
  • medium
    vite@6.4.3: 5 known vulnerabilities
    GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-r825-w8mm-5pxw, GHSA-rq7h-c2jc-7f22
    cli/node/pnpm-lock.yaml
  • medium
    follow-redirects@1.16.0: 18 known vulnerabilities
    GHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p, GHSA-q3jh-wrc6-jgq8, GHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p +13 more
    integrations/deepseek-plugin/pnpm-lock.yaml
  • medium
    vite@8.2.2: 6 known vulnerabilities
    GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-r825-w8mm-5pxw, GHSA-rq7h-c2jc-7f22 +1 more
    integrations/deepseek-plugin/pnpm-lock.yaml
  • medium
    zod@3.25.76: 7 known vulnerabilities
    GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5 +2 more
    integrations/deepseek-plugin/pnpm-lock.yaml
  • medium
    brace-expansion@1.1.18: 6 known vulnerabilities
    GHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7, GHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr +1 more
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • medium
    brace-expansion@2.1.4: 3 known vulnerabilities
    GHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • medium
    brace-expansion@5.0.9: 3 known vulnerabilities
    GHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • medium
    zod@3.25.67: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • medium
    @azure/msal-node@5.2.3: 2 known vulnerabilities
    GHSA-xcx6-jx8p-x3h5, GHSA-xcx6-jx8p-x3h5
    integrations/openclaw/pnpm-lock.yaml
  • medium
    undici@7.30.0: 24 known vulnerabilities
    GHSA-2m5v-pch6-74hx, GHSA-4qv8-2p9j-2685, GHSA-4w7w-5xrc-9h26, GHSA-55wc-3pg8-jfw6, GHSA-9fm3-97px-rjf6 +19 more
    integrations/openclaw/pnpm-lock.yaml
  • medium
    vite@8.0.16: 10 known vulnerabilities
    GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-r825-w8mm-5pxw, GHSA-rq7h-c2jc-7f22 +5 more
    integrations/openclaw/pnpm-lock.yaml
  • medium
    zod@4.4.3: 2 known vulnerabilities
    GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5
    integrations/openclaw/pnpm-lock.yaml
  • medium
    @azure/msal-node@5.2.2: 1 known vulnerability
    GHSA-xcx6-jx8p-x3h5
    integrations/opencode-plugin/bun.lock
  • medium
    @fastify/busboy@2.1.1: 2 known vulnerabilities
    GHSA-gxm5-99cw-xjw9, GHSA-x8mw-p69m-v3mx
    integrations/opencode-plugin/bun.lock
  • medium
    axios@1.16.1: 21 known vulnerabilities
    GHSA-3pq3-5fj3-cg6v, GHSA-42h9-826w-cgv3, GHSA-44g4-m2mj-wpvx, GHSA-4hqw-qxg8-jxx2, GHSA-542g-h47m-68v8 +16 more
    integrations/opencode-plugin/bun.lock
  • medium
    form-data@4.0.5: 1 known vulnerability
    GHSA-hmw2-7cc7-3qxx
    integrations/opencode-plugin/bun.lock
  • medium
    toml@4.1.1: 6 known vulnerabilities
    GHSA-4qx8-w7c3-pj3p, GHSA-82x6-q7mm-w9cf, GHSA-9j65-hcg3-gc64, GHSA-9qmh-m7c6-f92p, GHSA-h895-cgqg-jf52 +1 more
    integrations/opencode-plugin/bun.lock
  • medium
    undici@5.28.5: 17 known vulnerabilities
    GHSA-2m5v-pch6-74hx, GHSA-2mjp-6q6p-2qxm, GHSA-35p6-xmwp-9g52, GHSA-4992-7rv2-5pvq, GHSA-8xcm-r25x-g524 +12 more
    integrations/opencode-plugin/bun.lock
  • medium
    zod@4.1.8: 1 known vulnerability
    GHSA-mrhx-c7xc-m3w5
    integrations/opencode-plugin/bun.lock
  • medium
    brace-expansion@5.0.8: 16 known vulnerabilities
    GHSA-6j4f-fj2g-mc7p, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7, GHSA-rgw5-rvv9-x895, GHSA-6j4f-fj2g-mc7p +11 more
    integrations/pi-agent-plugin/pnpm-lock.yaml
  • medium
    undici@8.11.2: 8 known vulnerabilities
    GHSA-2m5v-pch6-74hx, GHSA-4qv8-2p9j-2685, GHSA-4w7w-5xrc-9h26, GHSA-55wc-3pg8-jfw6, GHSA-9fm3-97px-rjf6 +3 more
    integrations/pi-agent-plugin/pnpm-lock.yaml
  • medium
    brace-expansion@1.1.16: 15 known vulnerabilities
    GHSA-6j4f-fj2g-mc7p, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7, GHSA-rgw5-rvv9-x895 +10 more
    integrations/vercel-ai-sdk/pnpm-lock.yaml
  • medium
    @azure/msal-node@5.2.4: 1 known vulnerability
    GHSA-xcx6-jx8p-x3h5
    mem0-ts/pnpm-lock.yaml
  • medium
    aiohttp@3.13.5: 22 known vulnerabilities
    PYSEC-2026-2104, PYSEC-2026-2105, PYSEC-2026-2106, PYSEC-2026-2107, PYSEC-2026-2108 +17 more
    poetry.lock
  • medium
    azure-core@1.35.0: 1 known vulnerability
    PYSEC-2026-1208
    poetry.lock
  • medium
    dnspython@2.7.0: 1 known vulnerability
    GHSA-45c3-73f7-pv4m
    poetry.lock
  • medium
    fsspec@2024.12.0: 1 known vulnerability
    PYSEC-2026-4217
    poetry.lock
  • medium
    google-cloud-aiplatform@1.71.1: 1 known vulnerability
    PYSEC-2026-2500
    poetry.lock
  • medium
    httplib2@0.22.0: 1 known vulnerability
    PYSEC-2026-3444
    poetry.lock
  • medium
    langchain-core@0.3.86: 2 known vulnerabilities
    PYSEC-2026-2193, PYSEC-2026-2562
    poetry.lock
  • medium
    langsmith@0.3.45: 3 known vulnerabilities
    PYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
    poetry.lock
  • medium
    nltk@3.10.3: 2 known vulnerabilities
    GHSA-8mgp-746c-j5xp, GHSA-j456-xh4h-cpf2
    poetry.lock
  • medium
    oauthlib@3.3.1: 4 known vulnerabilities
    PYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c
    poetry.lock
  • medium
    orjson@3.10.16: 1 known vulnerability
    PYSEC-2026-107
    poetry.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
    poetry.lock
  • medium
    pymongo@4.13.2: 5 known vulnerabilities
    PYSEC-2026-4294, PYSEC-2026-4295, PYSEC-2026-4296, PYSEC-2026-4297, GHSA-98qm-wvgf-w4cf
    poetry.lock
  • medium
    setuptools@78.1.0: 3 known vulnerabilities
    PYSEC-2025-49, PYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
    poetry.lock
  • medium
    torch@2.7.1: 9 known vulnerabilities
    PYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-1970 +4 more
    poetry.lock
  • medium
    transformers@5.3.0: 3 known vulnerabilities
    PYSEC-2026-3929, PYSEC-2026-4174, GHSA-fgcw-684q-jj6r
    poetry.lock
  • medium
    ujson@5.12.0: 2 known vulnerabilities
    PYSEC-2026-2293, PYSEC-2026-2294
    poetry.lock
  • medium
    urllib3@2.3.0: 8 known vulnerabilities
    PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1997, PYSEC-2026-1998 +3 more
    poetry.lock
  • medium
    httpcore2@2.9.1: 1 known vulnerability
    PYSEC-2026-3844
    server/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
    server/requirements.txt
  • medium
    requests@2.9.2: 5 known vulnerabilities
    PYSEC-2018-28, PYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275
    server/requirements.txt
  • medium
    starlette@0.45.3: 7 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +2 more
    server/requirements.txt
  • low
    In tests/examples/docs: Executes dynamically built code (eval / new Function / vm).
    .github/scripts/pr-gate-docs-exemption.test.js:23
  • low
    Possible example credential in docs/tests: generic-api-key
    cli/python/tests/conftest.py:144
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    cli/python/tests/test_commands.py:999
  • low
    Possible example credential in docs/tests: curl-auth-header
    docs/platform/features/timestamp.mdx:85
  • low
    Possible example credential in docs/tests: curl-auth-header
    3 matches in this file
    docs/platform/features/memory-export.mdx:144
  • low
    Possible example credential in docs/tests: curl-auth-header
    3 matches in this file
    docs/migration/platform-v2-to-v3.mdx:106
  • low
    Possible example credential in docs/tests: generic-api-key
    docs/docs.json:625
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/agent-plugin-core/tests/test_conformance.py:180
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    integrations/agent-plugin-core/typescript/tests/telemetry.test.ts:72
  • low
    Possible example credential in docs/tests: curl-auth-header
    docs/open-source/features/rest-api.mdx:176
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    integrations/claude-code-plugin/tests/test_telemetry.py:81
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/agent-plugin-core/README.md:88
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/openclaw/tests/config-file.test.ts:259
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/openclaw/tests/config.test.ts:497
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/openclaw/tests/json-helpers.test.ts:40
  • low
    Possible example credential in docs/tests: generic-api-key
    3 matches in this file
    integrations/claude-code-plugin/tests/test_memory_core.py:753
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    examples/yt-assistant-chrome/src/background.js:21
  • low
    Possible example credential in docs/tests: generic-api-key
    integrations/agent-plugin-core/typescript/tests/lifecycle.test.ts:79
  • low
    Possible example credential in docs/tests: generic-api-key
    mem0-ts/src/client/tests/integration/initialization.test.ts:60
  • low
    Possible example credential in docs/tests: generic-api-key
    mem0-ts/src/client/tests/helpers.ts:169
  • low
    @vitest/mocker@4.1.11: 8 known vulnerabilities
    GHSA-qxg6-89mg-rqv8, GHSA-xp26-3454-mjgp, GHSA-qxg6-89mg-rqv8, GHSA-xp26-3454-mjgp, GHSA-qxg6-89mg-rqv8 +3 more
    cli/node/pnpm-lock.yaml
  • low
    esbuild@0.27.7: 1 known vulnerability
    GHSA-g7r4-m6w7-qqqr
    integrations/deepseek-plugin/pnpm-lock.yaml
  • low
    deepmerge@4.3.1: 4 known vulnerabilities
    GHSA-gcqx-w48m-w2h4, GHSA-gcqx-w48m-w2h4, GHSA-gcqx-w48m-w2h4, GHSA-gcqx-w48m-w2h4
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • low
    glob@10.5.0: 2 known vulnerabilities
    GHSA-3g3m-2fjr-6pw4, GHSA-3g3m-2fjr-6pw4
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • low
    minimatch@10.2.6: 1 known vulnerability
    GHSA-g3hv-75wg-m249
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • low
    minimatch@9.0.9: 2 known vulnerabilities
    GHSA-g3hv-75wg-m249, GHSA-g3hv-75wg-m249
    integrations/n8n-nodes-mem0/pnpm-lock.yaml
  • low
    mem0ai@3.0.7: 2 known vulnerabilities
    GHSA-5324-3w58-qpp2, GHSA-5324-3w58-qpp2
    integrations/openclaw/pnpm-lock.yaml
  • low
    mem0ai@3.0.8: 1 known vulnerability
    GHSA-5324-3w58-qpp2
    integrations/opencode-plugin/bun.lock
  • low
    mongoose@9.6.3: 1 known vulnerability
    GHSA-664h-wqgq-64gw
    integrations/opencode-plugin/bun.lock
  • low
    protobufjs@7.6.1: 2 known vulnerabilities
    GHSA-f38q-mgvj-vph7, GHSA-j3f2-48v5-ccww
    integrations/opencode-plugin/bun.lock
  • low
    glob@13.0.6: 1 known vulnerability
    GHSA-3g3m-2fjr-6pw4
    integrations/pi-agent-plugin/pnpm-lock.yaml
  • low
    minimatch@10.2.5: 4 known vulnerabilities
    GHSA-g3hv-75wg-m249, GHSA-g3hv-75wg-m249, GHSA-g3hv-75wg-m249, GHSA-g3hv-75wg-m249
    integrations/pi-agent-plugin/pnpm-lock.yaml
  • low
    @ai-sdk/provider-utils@4.0.27: 1 known vulnerability
    GHSA-866g-f22w-33x8
    integrations/vercel-ai-sdk/pnpm-lock.yaml
  • low
    ip-address@10.7.2: 1 known vulnerability
    GHSA-rxp7-6hxx-x8q5
    mem0-ts/pnpm-lock.yaml
  • low
    filelock@3.18.0: 4 known vulnerabilities
    PYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
    poetry.lock
  • low
    h2@4.2.0: 2 known vulnerabilities
    PYSEC-2026-1435, PYSEC-2026-3628
    poetry.lock
  • low
    hpack@4.1.0: 1 known vulnerability
    PYSEC-2026-4053
    poetry.lock
  • low
    idna@3.10: 1 known vulnerability
    PYSEC-2026-215
    poetry.lock
  • low
    langchain@0.3.30: 1 known vulnerability
    PYSEC-2026-2192
    poetry.lock
  • low
    langchain-text-splitters@0.3.11: 1 known vulnerability
    PYSEC-2026-77
    poetry.lock
  • low
    marshmallow@3.26.1: 1 known vulnerability
    PYSEC-2026-1605
    poetry.lock
  • low
    opentelemetry-api@1.34.1: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    poetry.lock
  • low
    pygments@2.19.2: 1 known vulnerability
    PYSEC-2026-2987
    poetry.lock
  • low
    pytest@8.3.5: 1 known vulnerability
    PYSEC-2026-1845
    poetry.lock
  • low
    python-dotenv@1.0.1: 1 known vulnerability
    PYSEC-2026-2270
    poetry.lock
  • low
    requests@2.32.3: 2 known vulnerabilities
    PYSEC-2026-1872, PYSEC-2026-2275
    poetry.lock
  • low
    torch@2.11.0: 1 known vulnerability
    GHSA-rrmf-rvhw-rf47
    poetry.lock
  • low
    postcss-selector-parser@6.0.10: 1 known vulnerability
    GHSA-rj75-hqrm-r3gf
    server/dashboard/pnpm-lock.yaml
  • low
    postcss-selector-parser@6.1.2: 2 known vulnerabilities
    GHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
    server/dashboard/pnpm-lock.yaml
  • low
    No manifest declaring network access and environment variables (agent.json)

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