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Prisma Postgres MCP Server — agentic threat model

7.8AIVSS 7.8 · High

This agentic MCP server presents high risk due to its ability to provision databases and execute arbitrary queries/schema operations, meaning a compromise could lead to complete data exfiltration or destruction.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.72Factor sum 4.6/10Threat ×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
0.30
Contextual Awareness
0.50
Dynamic Identity
0.70
Multi-Agent Interactions
0.50
Non-Determinism
0.40
Opacity & Reflexivity
0.30

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 does not specify a foundation model, as it acts as a tool provider for external LLMs. However, the calling model's susceptibility to prompt injection could lead to unauthorized database commands.

L2 · Data Operations✓ mapped

Directly exposes Postgres databases to query and schema operations. Risks include SQL injection via the agent, unauthorized data exfiltration, and schema destruction if the agent is manipulated into running destructive DDL.

L3 · Agent Frameworks✓ mapped

Integrates as an MCP tool. Vulnerabilities in the calling agent's framework could allow tool-use hijacking, enabling malicious actors to execute arbitrary database queries under the authenticated session.

L4 · Deployment & Infrastructure✓ mapped

Hosted remote MCP endpoint (mcp.prisma.io). Infrastructure risks include endpoint compromise, man-in-the-middle attacks on query traffic, and potential lateral movement if the hosted service is not properly sandboxed from the underlying database clusters.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No explicit logging, query auditing, or guardrails are detailed. Insufficient logging of agent-initiated queries would prevent detection of data exfiltration or unauthorized schema changes.

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

Uses Prisma platform authentication to secure database provisioning and query access. The primary risk is credential theft or session hijacking of the platform credentials, granting full administrative access to the provisioned databases.

L7 · Agent Ecosystem✓ mapped

Designed to be called by arbitrary external agents in an ecosystem. A compromised or rogue orchestrator agent could abuse its trust relationship with this MCP server to systematically drop tables or harvest sensitive data.

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