neuron-core/neuron-ai · Security
Neuron MySQLWriteTool allows arbitrary/destructive SQL when exposed to untrusted prompts (agent “footgun”)
- GHSA ID
- GHSA-898v-775g-777c
- CVE ID
- CVE-2025-67510
- Severity
- critical
- Published
- Updated
- CVSS
- 9.4 · CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:H
- CVSS v3
- 9.4 · CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:H
Description
Impact
MySQLWriteTool executes arbitrary SQL provided by the caller using PDO::prepare() + execute() without semantic restrictions.
This is consistent with the name (“write tool”), but in an LLM/agent context it becomes a high-risk capability: prompt injection or indirect prompt manipulation can cause execution of destructive queries such as DROP TABLE, TRUNCATE, DELETE, ALTER, or privilege-related statements (subject to DB permissions).
Who is impacted: Deployments that expose an agent with MySQLWriteTool enabled to untrusted input and/or run the tool with a DB user that has broad privileges.
Patches
Not patched in: 2.8.11
Recommended improvements (even if keeping the tool intentionally powerful):
-
Provide a safer API that supports only constrained operations (e.g.,
insertRecord,updateRecord) with allowlisted tables/columns. -
Add a policy/allowlist layer (e.g., allow only
INSERT/UPDATEon selected tables; forbidDROP/TRUNCATE/ALTER/GRANT). -
Add optional review workflow: log + require human approval for high-risk statements; or “dry-run” mode.
-
Document strongly that the tool must not be exposed to untrusted prompts without additional safeguards.
Workarounds
-
Do not enable
MySQLWriteToolfor public/untrusted agents. -
Use a dedicated DB user with least privilege:
- no
DROP, noALTER, noGRANT, no access to sensitive tables unless necessary
- no
-
Add an application-layer policy rejecting high-risk statements (
DROP,TRUNCATE,ALTER,GRANT,REVOKE,CREATE USER, etc.). -
Implement authorization gating for tool calls (RBAC, allow tool use only for trusted operators).
CWEs
- CWE-250 · Execution with Unnecessary Privileges
- CWE-284 · Improper Access Control
References
- https://github.com/neuron-core/neuron-ai/security/advisories/GHSA-898v-775g-777c ↗
- https://nvd.nist.gov/vuln/detail/CVE-2025-67510 ↗
- https://github.com/neuron-core/neuron-ai/commit/44bab85d92bf162898ee48d0bcef6ba0d29b59c9 ↗
- https://github.com/neuron-core/neuron-ai/releases/tag/2.8.12 ↗
- https://github.com/advisories/GHSA-898v-775g-777c ↗