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BurtTheCoder/mcp-virustotal — agentic threat model

6.1AIVSS 6.1 · Medium

This agent acts as a specialized threat intelligence tool via the Model Context Protocol (MCP), presenting low direct agentic risk but serving as a high-value target for data manipulation or API key exfiltration.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.3AARS uplift 0.85Factor sum 1.8/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.20
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.40
Persistent Memory
0.10
Contextual Awareness
0.30
Dynamic Identity
0.10
Multi-Agent Interactions
0.20
Non-Determinism
0.20
Opacity & Reflexivity
0.20

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 agent relies on an external LLM via the MCP host. The primary risk is prompt injection or adversarial inputs designed to bypass threat detection or trick the model into misinterpreting VirusTotal verdicts.

L2 · Data Operations✓ mapped

The data operations layer is highly critical as it handles VirusTotal API responses. Threat intelligence data could be poisoned or spoofed if an attacker manipulates the upstream API responses or intercepts the network traffic, leading to false negatives on malicious files or URLs.

L3 · Agent Frameworks✓ mapped

The agent exposes specific tools for URL scanning, file-hash analysis, and IP reputation. Vulnerabilities include insecure tool integration where an orchestrating agent might pass unsanitized inputs (e.g., command injection payloads inside URLs or file hashes) directly to this MCP server.

L4 · Deployment & Infrastructure✓ mapped

The agent requires a VirusTotal API key. If the deployment environment does not securely store this secret, it is vulnerable to exfiltration. Additionally, the MCP server must run in a network environment that allows outbound HTTPS requests to VirusTotal APIs.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of built-in logging, rate-limiting, or audit trails for API quota consumption, which could lead to silent failures or denial of service if the API quota is exhausted by malicious or runaway queries.

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

Access control is governed by the host MCP client. There is no native authentication or authorization mechanism described within this specific MCP tool, meaning any agent with access to the host can invoke these threat intelligence tools.

L7 · Agent Ecosystem✓ mapped

This agent is designed to surface threat-intelligence verdicts to other agents. If compromised or fed manipulated data, it can cause cascading failures across an ecosystem by certifying malicious payloads as safe, leading other agents to execute them.

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