cockroachdb — agentic threat model
The CockroachDB agent plugin presents a high-risk profile due to its ability to execute DBA and Operator level commands across database clusters via MCP tools. While mitigated by built-in safety hooks, a compromise or prompt injection could lead to unauthorized data access, schema modification, or service disruption.
OWASP AIVSS score rationale
| Autonomy of Action | 0.70 | |
| Goal-Driven Planning | 0.80 | |
| Self-Modification | 0.20 | |
| Dynamic Tool Use | 0.80 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.60 | |
| Multi-Agent Interactions | 0.80 | |
| Non-Determinism | 0.50 | |
| Opacity & Reflexivity | 0.50 |
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.
Runs on Claude (via Claude Code), making it susceptible to indirect prompt injection and jailbreaks that could bypass safety hooks to execute unauthorized database commands.
Directly interacts with CockroachDB clusters. Risks include unauthorized data exfiltration, SQL injection generation, and exposure of sensitive database schemas or table contents.
Orchestrates 14 tools across two MCP backends using specialized DBA, Developer, and Operator agents. Vulnerable to tool misuse, where malicious instructions trick the Operator agent into executing destructive database operations.
Deployed via dual MCP servers (self-hosted MCP Toolbox and managed CockroachDB Cloud MCP Server). Risks include credential theft (database connection strings) and potential host compromise of the self-hosted toolbox.
Features built-in safety hooks and guardrail hooks to monitor and restrict actions, but lacks detailed logging or independent auditability of LLM-generated database transactions in the listing.
Not certain from the listing — exact authentication protocols, RBAC enforcement between the DBA/Operator roles, and compliance standards (e.g., SOC2) for the MCP servers are not detailed, though safety hooks are present.
Employs a multi-agent architecture (DBA, Developer, Operator subagents). Risks include agent-to-agent trust abuse, where a compromised Developer agent escalates privileges by sending malicious requests to the Operator agent.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).