Vmlx MCP Server
by jjang-aivMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm
Vmlx is an open-source mcp server by jjang-ai, written mainly in Python, with 906 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit b20e751. Seen able to run shell commands, run dynamic code, read environment and secrets, 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
b20e751 · 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.
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 audit263 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.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
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 (78)
- 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.credential-access issueDetails are available to the maintainer after claiming this listing.
- 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.dropper 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.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.
- 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.
panel/src/main/sessions.ts:2148 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
vmlx_engine/glm_dflash2.py:178 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
vmlx_engine/glm_dflash2.py:214 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
vmlx_engine/glm_dflash2.py:1257 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
vmlx_engine/jangh/dense.py:60 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
vmlx_engine/utils/ssm_companion_disk_store.py:885 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.@xmldom/xmldom@0.8.11: 15 known vulnerabilitiesGHSA-27p8-2357-5qqv, GHSA-2v35-w6hq-6mfw, GHSA-4w3w-2rp5-g8jm, GHSA-6gmq-8vp8-gcm6, GHSA-6h8r-xr42-gp59 +10 more
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.app-builder-lib@24.13.3: 1 known vulnerabilityGHSA-7g7r-gx96-252g
panel/package-lock.json - 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
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@2.0.2: 7 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
panel/package-lock.json - 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
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.builder-util-runtime@9.2.4: 1 known vulnerabilityGHSA-p2f4-r6v6-j797
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.electron@44.3.0: 4 known vulnerabilitiesGHSA-3qxv-5xgr-q7w9, GHSA-h3v5-h239-pg29, GHSA-jr5w-w6x2-84p9, GHSA-x562-297c-g43g
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.flatted@3.3.3: 2 known vulnerabilitiesGHSA-25h7-pfq9-p65f, GHSA-rf6f-7fwh-wjgh
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.form-data@4.0.5: 1 known vulnerabilityGHSA-hmw2-7cc7-3qxx
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lodash@4.17.23: 2 known vulnerabilitiesGHSA-f23m-r3pf-42rh, GHSA-r5fr-rjxr-66jc
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@3.1.2: 3 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@5.1.6: 3 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@9.0.3: 4 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.minimatch@9.0.5: 4 known vulnerabilitiesGHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-g3hv-75wg-m249
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rollup@4.57.1: 1 known vulnerabilityGHSA-mw96-cpmx-2vgc
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.sharp@0.34.5: 3 known vulnerabilitiesGHSA-f88m-g3jw-g9cj, GHSA-rgj7-g3m4-5g8c, GHSA-wq5f-xc86-pv6w
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 1 known vulnerabilityGHSA-68fv-2mgg-jv7q
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tmp@0.2.5: 1 known vulnerabilityGHSA-ph9p-34f9-6g65
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.29.1: 8 known vulnerabilitiesGHSA-2m5v-pch6-74hx, GHSA-4qv8-2p9j-2685, GHSA-4w7w-5xrc-9h26, GHSA-55wc-3pg8-jfw6, GHSA-9fm3-97px-rjf6 +3 more
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@5.4.21: 8 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +3 more
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@7.3.1: 10 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
panel/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.aiohttp@3.13.5: 22 known vulnerabilitiesPYSEC-2026-2104, PYSEC-2026-2105, PYSEC-2026-2106, PYSEC-2026-2107, PYSEC-2026-2108 +17 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.black@26.3.1: 1 known vulnerabilityGHSA-cg8m-r9f2-5wm2
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@3.25.2: 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.gradio@6.10.0: 3 known vulnerabilitiesPYSEC-2026-211, PYSEC-2026-2178, PYSEC-2026-2179
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.26.0: 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.msgpack@1.1.2: 2 known vulnerabilitiesPYSEC-2026-3625, GHSA-j586-36cw-2gc2
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.22: 6 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.52.1: 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.MCP server didn't complete the protocol handshakeserver exited early with code 1
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
docs/api/cancellation.md:34 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
docs/reference/cli.md:143 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
tests/test_dots3_language.py:548 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
tests/test_mcp_security.py:763 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
tests/test_qwen4_exp_runtime.py:1425 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
tests/test_server.py:6803 - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@tootallnate/once@2.0.0: 1 known vulnerabilityGHSA-vpq2-c234-7xj6
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@4.0.18: 2 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ajv@6.12.6: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.9.19: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.21.5: 1 known vulnerabilityGHSA-67mh-4wv8-2f99
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.27.3: 1 known vulnerabilityGHSA-g7r4-m6w7-qqqr
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.glob@10.5.0: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.katex@0.18.1: 1 known vulnerabilityGHSA-238p-pmpm-9mq7
panel/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.postcss-selector-parser@6.0.10: 1 known vulnerabilityGHSA-rj75-hqrm-r3gf
panel/package-lock.json - 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
panel/package-lock.json - 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.multidict@6.7.1: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.42.1: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
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.pydantic-settings@2.13.1: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@9.0.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@79.0.1: 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)
Network activity
During install
api.github.comfiles.pythonhosted.orggithub.compypi.org
While running
Not run — the code wasn't started in this scan
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