Persistent AI Memory MCP Server
by savantskieA persistent local memory for AI, LLMs, or Copilot in VS Code.
Persistent AI Memory is an open-source mcp server by savantskie, written mainly in Python, with 236 GitHub stars and the MIT license. Its code was last updated Sep 20, 2026.
Scan summary: scanned Nov 5, 2026 at commit 2364c45. Seen able to run dynamic code. 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
2364c45 · 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 audit284 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.
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.
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 (54)
- 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.Deserializes data with pickle/marshal, which can execute code.
ai_memory_short_term.py:692 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.babel@2.8.0: 1 known vulnerabilityPYSEC-2021-421
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mako@1.1.3: 4 known vulnerabilitiesPYSEC-2022-260, PYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-88
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.markdown@3.4.3: 1 known vulnerabilityPYSEC-2026-89
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cbor2@5.7.0: 3 known vulnerabilitiesPYSEC-2025-238, PYSEC-2025-90, PYSEC-2026-2123
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@3.4.8: 13 known vulnerabilitiesPYSEC-2023-11, PYSEC-2023-254, PYSEC-2026-1283, PYSEC-2026-1285, PYSEC-2026-2141 +8 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ecdsa@0.19.1: 2 known vulnerabilitiesPYSEC-2026-1325, PYSEC-2026-2467
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.flask-cors@6.0.1dpkg --get-selections > friday_system_packages.txt: 6 known vulnerabilitiesPYSEC-2020-43, PYSEC-2024-271, PYSEC-2024-71, PYSEC-2026-1383, PYSEC-2026-1384 +1 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2025.9.0: 1 known vulnerabilityPYSEC-2026-4217
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.future@0.18.2: 1 known vulnerabilityPYSEC-2022-42991
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httplib2@0.20.2: 1 known vulnerabilityPYSEC-2026-3444
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.idna@3.3: 2 known vulnerabilitiesPYSEC-2024-60, PYSEC-2026-215
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.jaraco-context@6.0.1: 1 known vulnerabilityPYSEC-2026-1469
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.keyring@25.6.0dpkg --get-selections > friday_system_packages.txt: 3 known vulnerabilitiesPYSEC-2012-8, PYSEC-2019-181, PYSEC-2019-182
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@4.8.0: 2 known vulnerabilitiesPYSEC-2022-230, PYSEC-2026-87
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.19.0: 7 known vulnerabilitiesPYSEC-2026-1617, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.msgpack@1.1.1: 2 known vulnerabilitiesPYSEC-2026-3625, GHSA-j586-36cw-2gc2
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@3.2.0: 4 known vulnerabilitiesPYSEC-2022-269, PYSEC-2026-4113, PYSEC-2026-4114, GHSA-7984-qgvg-3j9c
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@6.32.1: 1 known vulnerabilityPYSEC-2026-1805
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.1: 9 known vulnerabilitiesPYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +4 more
requirements.txt - 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
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.reportlab@3.6.8: 1 known vulnerabilityPYSEC-2026-1871
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.3.1: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.48.0: 6 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248 +1 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.8.0: 8 known vulnerabilitiesPYSEC-2025-203, PYSEC-2025-204, PYSEC-2025-206, PYSEC-2026-139, PYSEC-2026-2286 +3 more
requirements.txt - 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
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.xgrammar@0.1.23: 2 known vulnerabilitiesPYSEC-2026-2055, PYSEC-2026-2322
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.flask@3.1.0: 2 known vulnerabilitiesPYSEC-2026-1377, PYSEC-2026-2151
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pynacl@1.5.0: 1 known vulnerabilityPYSEC-2026-3002
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.werkzeug@3.1.1: 4 known vulnerabilitiesPYSEC-2026-2044, PYSEC-2026-2046, PYSEC-2026-2320, PYSEC-2026-4312
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.diskcache@5.6.3: 1 known vulnerabilityPYSEC-2026-2447
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.19.1: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.paramiko@2.9.3: 2 known vulnerabilitiesPYSEC-2026-1758, PYSEC-2026-2858
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pyopenssl@21.0.0: 1 known vulnerabilityPYSEC-2026-2268
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.2: 1 known vulnerabilityPYSEC-2026-1845
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.python-apt@2.4.0+ubuntu4.1: 2 known vulnerabilitiesGHSA-pj65-3pf6-c5q4, GHSA-rp8m-h266-53jh
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.1.0: 1 known vulnerabilityPYSEC-2026-2270
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.3: 2 known vulnerabilitiesPYSEC-2026-1872, PYSEC-2026-2275
requirements.txt - 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.Couldn't work out how to start the server. Set "entrypoint" in agent.json.
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
Persistent AI Memory alternatives
View more →Similar mcp servers in Database Management, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Persistent AI Memory (this page) savantskie | 236 | MIT | Sep 20, 2026 | Scanned, no flagged issues |
| Codebase Memory MCP DeusData | 48k | MIT | Nov 1, 2026 | Scanned, see report |
| Xerj xerj-org | 19k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| MCP Toolbox googleapis | 17k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| Nightingale ccfos | 13k | Apache-2.0 | Oct 30, 2026 | Scanned, no flagged issues |
| Dbhub bytebase | 3.8k | MIT | Oct 26, 2026 | Scanned, no flagged issues |