MemMachine AI Agent
by MemMachineUniversal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
MemMachine is an open-source ai agent by MemMachine, written mainly in Python, with 3,080 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 30, 2026.
Scan summary: scanned Nov 5, 2026 at commit 377510d. Seen able to run dynamic code, connect to the internet. Scan policy
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377510d · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
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.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit404 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.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
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 (73)
- highHigh. Something risky that needs a close look before you install.secrets 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.Deserializes data with pickle/marshal, which can execute code.
packages/server/src/memmachine_server/common/session_manager/session_data_manager_sql_impl.py:195 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpcore2@2.9.1: 1 known vulnerabilityPYSEC-2026-3844
examples/simple_chatbot/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpx2@2.9.1: 5 known vulnerabilitiesPYSEC-2026-3845, PYSEC-2026-3846, PYSEC-2026-3847, PYSEC-2026-3848, PYSEC-2026-3849
examples/simple_chatbot/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tqdm@4.9.0: 2 known vulnerabilitiesPYSEC-2017-74, PYSEC-2026-1976
examples/simple_chatbot/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@mariozechner/pi-coding-agent@0.73.0: 3 known vulnerabilitiesGHSA-7v5m-pr3q-6453, GHSA-jfgx-wxx8-mp94, GHSA-r95r-rj6r-c39x
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@modelcontextprotocol/sdk@1.29.0: 6 known vulnerabilitiesGHSA-22jm-h49p-29qw, GHSA-46jr-4wx8-v453, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h, GHSA-f897-62hf-6gxq +1 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.axios@1.16.0: 40 known vulnerabilitiesGHSA-3pq3-5fj3-cg6v, GHSA-42h9-826w-cgv3, GHSA-44g4-m2mj-wpvx, GHSA-4hqw-qxg8-jxx2, GHSA-542g-h47m-68v8 +35 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.basic-ftp@5.3.1: 1 known vulnerabilityGHSA-c475-qrg2-pj4r
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.body-parser@2.2.2: 2 known vulnerabilitiesGHSA-27r3-jxmh-p828, GHSA-v422-hmwv-36x6
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@1.1.14: 6 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7 +1 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@5.0.5: 14 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-jxxr-4gwj-5jf2, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +9 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.2: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.extract-zip@2.0.1: 2 known vulnerabilitiesGHSA-7pqw-9j4j-h8q3, GHSA-jmr9-qjv8-65gv
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fast-uri@3.1.2: 11 known vulnerabilitiesGHSA-333x-w4r6-6crp, GHSA-4c8g-83qw-93j6, GHSA-7p8r-x3mc-p8w7, GHSA-f65p-4m7j-42xc, GHSA-fph4-wmhf-6fwf +6 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.follow-redirects@1.16.0: 6 known vulnerabilitiesGHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p, GHSA-q3jh-wrc6-jgq8, GHSA-8r9p-f939-6h3c, GHSA-mrwp-f3q8-3g9p +1 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.form-data@4.0.5: 2 known vulnerabilitiesGHSA-hmw2-7cc7-3qxx, GHSA-hmw2-7cc7-3qxx
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.hono@4.12.18: 21 known vulnerabilitiesGHSA-2gcr-mfcq-wcc3, GHSA-3hrh-pfw6-9m5x, GHSA-54fx-42gc-7vw4, GHSA-5r4p-p66f-jhc7, GHSA-79qm-7rj5-m7r9 +16 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ip-address@10.2.0: 8 known vulnerabilitiesGHSA-22jq-vg5j-6vgg, GHSA-2vr4-cq9g-pvrc, GHSA-4xrf-jv44-h6hh, GHSA-h3mg-xc3c-68pw, GHSA-j6r3-76f7-8jcv +3 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.js-yaml@3.14.2: 8 known vulnerabilitiesGHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68, GHSA-2883-xcg3-v3hh +3 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.linkify-it@5.0.0: 4 known vulnerabilitiesGHSA-22p9-wv53-3rq4, GHSA-v245-v573-v5vm, GHSA-22p9-wv53-3rq4, GHSA-v245-v573-v5vm
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.markdown-it@14.1.1: 10 known vulnerabilitiesGHSA-253c-mchw-3w2r, GHSA-6v5v-wf23-fmfq, GHSA-gfr2-rv44-r23c, GHSA-r7fv-28h4-cvq7, GHSA-vfgh-jcmw-g37q +5 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfjs-dist@5.7.284: 1 known vulnerabilityGHSA-hq66-cqwq-w95j
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobufjs@7.5.6: 4 known vulnerabilitiesGHSA-f38q-mgvj-vph7, GHSA-j3f2-48v5-ccww, GHSA-jggg-4jg4-v7c6, GHSA-wcpc-wj8m-hjx6
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.25.0: 29 known vulnerabilitiesGHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-35p6-xmwp-9g52, GHSA-3xpg-4rpp-hhhm +24 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@8.2.0: 30 known vulnerabilitiesGHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-35p6-xmwp-9g52, GHSA-38rv-x7px-6hhq +25 more
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ws@8.20.0: 2 known vulnerabilitiesGHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.4.3: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
integrations/openclaw/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@1.1.13: 6 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7 +1 more
packages/ts-client/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@2.0.3: 6 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr, GHSA-qhr7-859c-m2p7 +1 more
packages/ts-client/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.0: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
packages/ts-client/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.js-yaml@4.1.1: 4 known vulnerabilitiesGHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68
packages/ts-client/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.aiohttp@3.14.3: 8 known vulnerabilitiesGHSA-2g87-pp6c-29x5, GHSA-494j-54xm-rwp3, GHSA-5wr8-gcqf-gqf3, GHSA-6cjc-53gc-5rqm, GHSA-9xw5-w5jj-pvcg +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.32.6: 13 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-6627-m3xw-93mp, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9c4x-gm8v-wgc4 +8 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nltk@3.10.3: 2 known vulnerabilitiesGHSA-8mgp-746c-j5xp, GHSA-j456-xh4h-cpf2
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyjwt@2.14.0: 2 known vulnerabilitiesPYSEC-2026-4141, PYSEC-2026-4183
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmenter the following options: 1. set up custom discovery (`find` directive with `include` or `exclude`) 2. use a `src-layout` 3. explicitly set `py_modules` or `packages` with a list of names To find more information, look for "package discovery" on setuptools docs.
- 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.Possible example credential in docs/tests: generic-api-key
integrations/openclaw/tests/autorecall-run-id-isolation.test.ts:90 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/install_guide/cloud_deploy/aws_cloudformation.mdx:460 - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@hono/node-server@1.19.14: 2 known vulnerabilitiesGHSA-frvp-7c67-39w9, GHSA-rmxm-3fg6-px4f
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.10.18: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.deepmerge@4.3.1: 2 known vulnerabilitiesGHSA-gcqx-w48m-w2h4, GHSA-gcqx-w48m-w2h4
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.27.3: 1 known vulnerabilityGHSA-g7r4-m6w7-qqqr
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.glob@13.0.6: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.5: 1 known vulnerabilityGHSA-g3hv-75wg-m249
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.qs@6.15.1: 4 known vulnerabilitiesGHSA-4mjr-xmp4-gh2g, GHSA-6pq8-jhm2-2vcw, GHSA-q8mj-m7cp-5q26, GHSA-x5fp-wj9c-mxmx
integrations/openclaw/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.28.5: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@humanfs/node@0.16.7: 1 known vulnerabilityGHSA-p498-v437-472g
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.8.31: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.glob@10.5.0: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.glob@13.0.0: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.4: 1 known vulnerabilityGHSA-g3hv-75wg-m249
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@9.0.9: 1 known vulnerabilityGHSA-g3hv-75wg-m249
packages/ts-client/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
tools/chatgpt2memmachine/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.fastmcp@4.0.3: 2 known vulnerabilitiesGHSA-7xgj-8392-5q4r, GHSA-vqqp-x5qm-5qp4
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.fastmcp-slim@4.0.3: 2 known vulnerabilitiesGHSA-7xgj-8392-5q4r, GHSA-vqqp-x5qm-5qp4
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.joserfc@1.7.5: 1 known vulnerabilityGHSA-9pg5-8c7x-5hfx
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.mako@1.4.1: 1 known vulnerabilityPYSEC-2026-4243
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.8.0: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.44.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@84.0.0: 1 known vulnerabilityGHSA-xmj3-9gf7-h52w
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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