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SMS MCP Server — agentic threat model

7.6AIVSS 7.6 · High

This agent acts as a direct bridge to physical-world communication via the Twilio API, presenting high financial and social engineering risks if abused, though its tool surface is highly constrained.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.1AARS uplift 0.91Factor sum 3.0/10Threat ×1.05Mitigation ×0.95
Autonomy of Action
0.60
Goal-Driven Planning
0.20
Self-Modification
0.00
Dynamic Tool Use
0.50
Persistent Memory
0.10
Contextual Awareness
0.30
Dynamic Identity
0.40
Multi-Agent Interactions
0.20
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 SMS MCP server is model-agnostic and relies on an external LLM client to invoke its tools. The primary L1 threat is prompt injection or jailbreaking of the host model, which could trick the model into sending unauthorized SMS spam or phishing messages.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The server does not appear to maintain its own vector database or RAG pipeline. However, any recipient phone numbers or message bodies passed through the tool represent transient sensitive data that must be protected from logging leaks.

L3 · Agent Frameworks✓ mapped

The tool surface is highly specific (send-sms tool taking recipient and body). The primary threat is tool misuse via insecure integration where the orchestrating framework fails to validate the recipient or message content before execution.

L4 · Deployment & Infrastructure✓ mapped

The server holds sensitive Twilio account credentials (SID and Auth Token). If the hosting environment or MCP connection is compromised, these credentials could be exfiltrated, leading to direct API abuse and financial loss.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of built-in logging, rate-limiting, or guardrails. Without external monitoring, anomalous SMS volume or high-cost destinations may go undetected until billing thresholds are breached.

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

The listing explicitly notes the need for recipient allowlisting to prevent arbitrary messaging. Without strict authorization policies and destination filtering, the server violates basic compliance and security principles regarding outbound communications.

L7 · Agent Ecosystem✓ mapped

In a multi-agent or marketplace setup, other untrusted agents could discover and call this SMS tool, leading to cascading failures where a compromised upstream agent uses this server to exfiltrate data or spam users.

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