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Hugeicons MCP — agentic threat model

6.0AIVSS 6.0 · Medium

The Hugeicons MCP agent presents a low direct risk due to its read-only asset lookup nature, but carries indirect supply-chain risks if malicious or poisoned code snippets are blindly integrated into developer projects by orchestrating IDE agents.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.5AARS uplift 0.5Factor sum 1.1/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.00
Contextual Awareness
0.20
Dynamic Identity
0.00
Multi-Agent Interactions
0.20
Non-Determinism
0.20
Opacity & Reflexivity
0.10

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 underlying foundation model used to process natural language queries is unspecified, but standard risks like prompt injection could theoretically manipulate search results or code snippet generation.

L2 · Data Operations✓ mapped

The data operations involve an icon catalog and platform-specific code snippets. The primary threat is data poisoning of the catalog or snippets, which could lead to malicious code injection into developer projects.

L3 · Agent Frameworks✓ mapped

Exposes MCP tools for icon discovery and code retrieval. While the tool surface is mostly read-only, insecure tool integration could allow an orchestrating agent to execute unintended queries or handle malformed outputs unsafely.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — The hosting, sandboxing, and deployment infrastructure of the MCP server are not detailed, leaving potential risks of container compromise or unauthorized access to the catalog database.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of logging, guardrails, or monitoring to detect anomalous queries or malicious snippet generation.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — No authentication, authorization, or compliance standards are mentioned for the MCP connector, suggesting a lack of access controls.

L7 · Agent Ecosystem✓ mapped

Designed specifically to integrate with IDE agents. The primary ecosystem threat is downstream trust abuse, where a developer's agent blindly trusts and inserts the returned code snippets without human-in-the-loop verification.

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