MemOS MCP Server
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
MemOS is an open-source mcp server by MemTensor, written mainly in TypeScript, with 12,215 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 29, 2026.
Scan summary: scanned Nov 5, 2026 at commit d326a64. Seen able to run shell commands, run dynamic code, read environment and secrets. Scan policy
d326a64 · Nov 5, 2026Findings (111)
- 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.credential-access issueDetails are available to the maintainer after claiming this listing.
- 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.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.
- 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.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
apps/memos-local-openclaw/scripts/run-accuracy-test.ts:129 - 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.
apps/memos-local-openclaw/src/storage/ensure-binding.ts:36 - 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.
apps/openwork-memos-integration/apps/desktop/scripts/after-pack.cjs:247 - 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.
apps/openwork-memos-integration/apps/desktop/scripts/package.cjs:43 - 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.
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/scripts/start-server.ts:54 - 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.
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/scripts/start-server.ts:57 - 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.
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/scripts/start-server.ts:102 - 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.
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/scripts/start-server.ts:115 - 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.
apps/openwork-memos-integration/apps/desktop/src/main/opencode/cli-path.ts: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.
apps/openwork-memos-integration/apps/desktop/src/main/opencode/cli-path.ts:202 - 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.
apps/openwork-memos-integration/apps/desktop/src/main/utils/system-path.ts:125 - 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.
evaluation/scripts/utils/mirix_utils.py:10 - 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.
packages/memos-core/src/storage/ensure-binding.ts:36 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
src/memos/memories/activation/kv.py:158 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
src/memos/memories/activation/vllmkv.py:164 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.adm-zip@0.5.18: 16 known vulnerabilitiesGHSA-7q85-xj36-vmfc, GHSA-8238-w5pm-2374, GHSA-c6fg-446q-cg94, GHSA-j5f4-cc29-5x44, GHSA-p634-w6r4-rjp2 +11 more
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.2: 4 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx, GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 6 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w, GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8 +1 more
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.10: 6 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-r28c-9q8g-f849, GHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp +1 more
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.sharp@0.34.5: 6 known vulnerabilitiesGHSA-f88m-g3jw-g9cj, GHSA-rgj7-g3m4-5g8c, GHSA-wq5f-xc86-pv6w, GHSA-f88m-g3jw-g9cj, GHSA-rgj7-g3m4-5g8c +1 more
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 2 known vulnerabilitiesGHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@10.0.0: 2 known vulnerabilitiesGHSA-w5hq-g745-h8pq, GHSA-w5hq-g745-h8pq
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@5.4.21: 16 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +11 more
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.4.3: 2 known vulnerabilitiesGHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5
apps/memos-local-plugin/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.7.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2025.7.0: 1 known vulnerabilityPYSEC-2026-4217
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph@0.5.3: 1 known vulnerabilityPYSEC-2026-83
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-checkpoint@2.1.1: 3 known vulnerabilitiesPYSEC-2026-1527, PYSEC-2026-2573, PYSEC-2026-2574
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langgraph-sdk@0.1.73: 2 known vulnerabilitiesPYSEC-2026-2575, PYSEC-2026-4240
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.4.7: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@6.0.0: 1 known vulnerabilityPYSEC-2026-87
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.12.0: 7 known vulnerabilitiesPYSEC-2026-1617, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mem0ai@0.1.114: 5 known vulnerabilitiesPYSEC-2026-2633, PYSEC-2026-2634, PYSEC-2026-2635, PYSEC-2026-2636, GHSA-5324-3w58-qpp2
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.11.0: 1 known vulnerabilityPYSEC-2026-107
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfminer-six@20250506: 2 known vulnerabilitiesPYSEC-2026-1761, PYSEC-2026-1762
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@6.31.1: 1 known vulnerabilityPYSEC-2026-1805
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.20: 7 known vulnerabilitiesPYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039 +2 more
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.7: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.46.2: 14 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +9 more
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.7.1: 9 known vulnerabilitiesPYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-1970 +4 more
poetry.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
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.5.0: 6 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1998, PYSEC-2026-4175 +1 more
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@20.31.2: 20 known vulnerabilitiesPYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +15 more
poetry.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@46.0.7: 4 known vulnerabilitiesPYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554, GHSA-537c-gmf6-5ccf
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@3.29.0: 9 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2026.3.0: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.joserfc@1.6.4: 4 known vulnerabilitiesPYSEC-2026-2528, PYSEC-2026-2530, GHSA-9pg5-8c7x-5hfx, GHSA-jpxq-7h8p-2q76
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-core@1.3.0: 1 known vulnerabilityPYSEC-2026-2564
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.7.33: 2 known vulnerabilitiesPYSEC-2026-2582, GHSA-f4xh-w4cj-qxq8
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.27.0: 7 known vulnerabilitiesPYSEC-2026-3481, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.26: 5 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3039, PYSEC-2026-3040, PYSEC-2026-3041
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.8.3: 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.ujson@5.12.0: 2 known vulnerabilitiesPYSEC-2026-2293, PYSEC-2026-2294
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.6.3: 5 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 0
- lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Executes dynamically built code (eval / new Function / vm).
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/src/snapshot/__tests__/snapshot.test.ts:39 - 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/mem_reader/samples.py:549 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
apps/memos-local-openclaw/tests/skill-v1-enhancements.test.ts:182 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
apps/openwork-memos-integration/apps/desktop/e2e/specs/settings-providers.spec.ts:103 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
apps/openwork-memos-integration/apps/desktop/__tests__/unit/main/ipc/handlers.unit.test.ts:404 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
apps/openwork-memos-integration/apps/desktop/e2e/specs/settings.spec.ts:361 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
apps/openwork-memos-integration/apps/desktop/__tests__/integration/main/secureStorage.integration.test.ts:64 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
tests/mem_scheduler/test_config.py:100 - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 2 known vulnerabilitiesGHSA-4x5r-pxfx-6jf8, GHSA-4x5r-pxfx-6jf8
apps/memos-local-plugin/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@2.1.9: 4 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8, GHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
apps/memos-local-plugin/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.10.19: 2 known vulnerabilitiesGHSA-w5vr-8v7q-w6rv, GHSA-w5vr-8v7q-w6rv
apps/memos-local-plugin/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.21.5: 2 known vulnerabilitiesGHSA-67mh-4wv8-2f99, GHSA-67mh-4wv8-2f99
apps/memos-local-plugin/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.27.7: 2 known vulnerabilitiesGHSA-g7r4-m6w7-qqqr, GHSA-g7r4-m6w7-qqqr
apps/memos-local-plugin/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.18.0: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.fonttools@4.59.0: 1 known vulnerabilityPYSEC-2026-1389
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.h2@4.2.0: 2 known vulnerabilitiesPYSEC-2026-1435, PYSEC-2026-3628
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.hpack@4.1.0: 2 known vulnerabilitiesPYSEC-2026-4053, PYSEC-2026-4053
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.10: 1 known vulnerabilityPYSEC-2026-215
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-text-splitters@1.0.0: 1 known vulnerabilityPYSEC-2026-77
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.1: 1 known vulnerabilityPYSEC-2026-1845
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.1.1: 1 known vulnerabilityPYSEC-2026-2270
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.4: 1 known vulnerabilityPYSEC-2026-2275
poetry.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@80.9.0: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
poetry.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.h2@4.3.0: 1 known vulnerabilityPYSEC-2026-3628
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.12: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.41.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.14.0: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@81.0.0: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.torch@2.11.0: 1 known vulnerabilityGHSA-rrmf-rvhw-rf47
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
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