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MySQL (benborla) — agentic threat model

7.8AIVSS 7.8 · High

This agent acts as a direct bridge to a MySQL database, presenting high operational risk due to its ability to execute raw SQL queries and mutate data if access controls are misconfigured.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.69Factor sum 4.4/10Threat ×1.05Mitigation ×0.85
Autonomy of Action
0.60
Goal-Driven Planning
0.40
Self-Modification
0.10
Dynamic Tool Use
0.80
Persistent Memory
0.20
Contextual Awareness
0.50
Dynamic Identity
0.30
Multi-Agent Interactions
0.40
Non-Determinism
0.50
Opacity & Reflexivity
0.60

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — The MCP server itself is model-agnostic; however, the underlying LLM is vulnerable to prompt injection which could bypass intended query boundaries and execute unauthorized SQL commands.

L2 · Data Operations✓ mapped

Directly interfaces with MySQL databases. Risks include unauthorized data exfiltration, schema harvesting, and data poisoning/mutation if the agent is manipulated into executing malicious write queries.

L3 · Agent Frameworks✓ mapped

The agent framework exposes schema inspection and SQL query execution tools. Insecure tool integration or lack of strict input sanitization on the generated SQL queries represents a critical vulnerability.

L4 · Deployment & Infrastructure✓ mapped

Implemented as a Node.js MCP server. Risks include exposure of database credentials (connection strings) in environment variables and potential lateral movement to the database host if the Node.js process is compromised.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of built-in query logging, anomaly detection for destructive SQL statements, or guardrails to prevent bulk data deletion.

L6 · Security & Compliance (cross-cutting)✓ mapped

Features configurable access controls to scope queries, but misconfiguration directly leads to privilege escalation and unauthorized data access. Lacks explicit mention of enterprise audit logging.

L7 · Agent Ecosystem✓ mapped

Designed as an MCP tool for other agents. If a parent orchestrator or another agent in the ecosystem is compromised, it can abuse this agent to execute arbitrary database transactions.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).