AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

mem0GHSA-gq6f-qwv9-rf4j

mem0 server lacks authentication and authorization controls for its memory deletion API endpoint

mem0

CVE-2026-31241 · Published May 12, 2026 · updated Jul 13, 2026

Medium6.5
No fix yet
GitHub advisory

The mem0 1.0.0 server lacks authentication and authorization controls for its memory deletion API endpoint (DELETE /memories). The endpoint allows unauthenticated users to delete memory records by specifying arbitrary user identifiers (e.g., user_id, run_id, agent_id) in the request query parameters. A remote attacker can exploit this by sending unauthenticated DELETE requests to erase memory data for any user, leading to unauthorized data loss and denial of service.

Affected versions

PackageAffectedFixed in
mem0ai
PyPI
<= 1.0.0No fix yet
Details and references
CVSS 3.1
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:L
Severity from
GitHub (reviewed advisory)
Weakness
CWE-306
Also known as
CVE-2026-31241, PYSEC-2026-2634

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