M Flow MCP Server
by FlowElement-xinliuyuansuA bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
M Flow is an open-source mcp server by FlowElement-xinliuyuansu, written mainly in Python, with 4,510 GitHub stars and the Apache-2.0 license. Its code was last updated Sep 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit 0d585cd. Seen able to run shell commands, connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
0d585cd · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
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.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit606 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.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Boot & handshakefailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Network egressfailFlagged. 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.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (97)
- highHigh. Something risky that needs a close look before you install.dropper 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.
m_flow/api/v1/ui/npm_utils.py:51 - 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.
m_flow/api/v1/ui/ui.py:399 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@1.1.12: 7 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@5.0.4: 8 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-jxxr-4gwj-5jf2, GHSA-mh99-v99m-4gvg +3 more
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.1: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.flatted@3.4.1: 1 known vulnerabilityGHSA-rf6f-7fwh-wjgh
m_flow-frontend/pnpm-lock.yaml - 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
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 3 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@2.3.1: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@4.0.3: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.4.31: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.6: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.8: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 1 known vulnerabilityGHSA-68fv-2mgg-jv7q
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.24.4: 29 known vulnerabilitiesGHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-35p6-xmwp-9g52, GHSA-3xpg-4rpp-hhhm +24 more
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@8.0.0: 10 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.3.6: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
m_flow-frontend/pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.12.0: 1 known vulnerabilityPYSEC-2026-3804
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.banks@2.3.0: 5 known vulnerabilitiesPYSEC-2026-2390, PYSEC-2026-3810, PYSEC-2026-4201, PYSEC-2026-4202, GHSA-64vx-6h2c-rjh7
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cbor2@5.8.0: 1 known vulnerabilityPYSEC-2026-2123
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.docling@2.70.0: 8 known vulnerabilitiesPYSEC-2026-2143, PYSEC-2026-2144, PYSEC-2026-2146, PYSEC-2026-240, PYSEC-2026-4192 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.docling-core@2.60.1: 2 known vulnerabilitiesPYSEC-2026-2456, PYSEC-2026-2457
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2025.3.2: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.gdown@5.2.1: 1 known vulnerabilityPYSEC-2026-2158
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.graphiti-core@0.7.9: 1 known vulnerabilityPYSEC-2026-2504
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langchain-core@1.2.8: 4 known vulnerabilitiesPYSEC-2026-2193, PYSEC-2026-2562, PYSEC-2026-2563, PYSEC-2026-2564
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.langsmith@0.6.8: 3 known vulnerabilitiesPYSEC-2026-2582, PYSEC-2026-2583, GHSA-f4xh-w4cj-qxq8
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.llama-index-core@0.12.52.post1: 1 known vulnerabilityPYSEC-2026-1562
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@4.9.4: 1 known vulnerabilityPYSEC-2026-87
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@5.4.0: 1 known vulnerabilityPYSEC-2026-87
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mako@1.3.10: 3 known vulnerabilitiesPYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-88
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mistune@3.2.0: 17 known vulnerabilitiesPYSEC-2026-168, PYSEC-2026-2206, PYSEC-2026-2207, PYSEC-2026-2208, PYSEC-2026-2209 +12 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.17.0: 3 known vulnerabilitiesPYSEC-2026-2229, PYSEC-2026-2230, GHSA-pjvx-prjx-h659
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@3.3.1: 4 known vulnerabilitiesPYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protego@0.6.0: 1 known vulnerabilityPYSEC-2026-3906
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@23.0.0: 1 known vulnerabilityPYSEC-2026-113
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.2: 8 known vulnerabilitiesPYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457, GHSA-2qm8-x737-gmw5 +3 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pymdown-extensions@10.20.1: 3 known vulnerabilitiesPYSEC-2026-2999, PYSEC-2026-3609, PYSEC-2026-3654
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pypdf@6.6.2: 60 known vulnerabilitiesPYSEC-2026-3004, PYSEC-2026-3005, PYSEC-2026-3006, PYSEC-2026-3007, PYSEC-2026-3009 +55 more
uv.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
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.starlette@0.50.0: 5 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.10.0: 2 known vulnerabilitiesPYSEC-2026-139, GHSA-rrmf-rvhw-rf47
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tornado@6.5.4: 14 known vulnerabilitiesPYSEC-2026-140, PYSEC-2026-2287, PYSEC-2026-3387, PYSEC-2026-3388, PYSEC-2026-3389 +9 more
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.virtualenv@20.36.1: 19 known vulnerabilitiesPYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014, GHSA-394h-qwmc-48pf +14 more
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 255
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
m_flow/tests/unit/api/test_settings_router_response_contract.py:13 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: private-key
m_flow/tests/unit/procedural/test_write_procedural_memories.py:99 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
m_flow/tests/unit/procedural/test_write_procedural_memories.py:30 - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.@humanfs/node@0.16.7: 1 known vulnerabilityGHSA-p498-v437-472g
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@4.1.0: 2 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.9.18: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.4: 1 known vulnerabilityGHSA-g3hv-75wg-m249
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.postcss-selector-parser@6.1.2: 2 known vulnerabilitiesGHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.vitest@4.1.0: 1 known vulnerabilityGHSA-82fw-gwwq-j7x9
m_flow-frontend/pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.bleach@6.3.0: 3 known vulnerabilitiesGHSA-8rfp-98v4-mmr6, GHSA-g75f-g53v-794x, GHSA-gj48-438w-jh9v
uv.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.fastapi-users@14.0.2: 1 known vulnerabilityPYSEC-2026-1363
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.20.3: 2 known vulnerabilitiesGHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
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.hpack@4.1.0: 1 known vulnerabilityPYSEC-2026-4053
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.11: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.langchain-text-splitters@0.3.11: 1 known vulnerabilityPYSEC-2026-77
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.mkdocs-material@9.7.1: 1 known vulnerabilityPYSEC-2026-3864
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.1: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.38.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.12.0: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pylint@3.3.9: 1 known vulnerabilityGHSA-22qq-2fwx-7p67
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@7.4.4: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.2.1: 1 known vulnerabilityPYSEC-2026-2270
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 1 known vulnerabilityPYSEC-2026-2275
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@80.10.2: 2 known vulnerabilitiesPYSEC-2026-3447, GHSA-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)
- lowLow. Minor, or common in normal tools. Shown for information.Contacted these domains while starting up (no manifest to compare against)raw.githubusercontent.com
Network activity
During install
files.pythonhosted.orgpypi.org
While running
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