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Brave Search MCP — agentic threat model

7.6AIVSS 7.6 · High

The Brave Search MCP connector acts as a gateway to external web data, introducing risks of indirect prompt injection from untrusted search results and credential theft of the user's API token.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.8AARS uplift 0.8Factor sum 2.5/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.20
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.30
Persistent Memory
0.00
Contextual Awareness
0.40
Dynamic Identity
0.20
Multi-Agent Interactions
0.50
Non-Determinism
0.60
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 connector itself does not define the foundation model, but the consuming LLM is highly vulnerable to indirect prompt injection via untrusted search results returned by this tool.

L2 · Data Operations✓ mapped

Consumes untrusted result text and snippets from Brave's external index, exposing the consuming agent to data poisoning and malicious payloads embedded in web content.

L3 · Agent Frameworks✓ mapped

Integrates as an MCP tool. Vulnerable to tool misuse if the orchestrating framework fails to sanitize search queries or blindly executes actions based on returned URLs and snippets.

L4 · Deployment & Infrastructure✓ mapped

Requires a bring-your-own Brave Search API token. Secure storage of this credential is a primary infrastructure risk, as exposure would allow unauthorized API consumption.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no built-in logging, guardrails, or anomaly detection are described; monitoring of search queries and API usage must be handled entirely by the host platform.

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

Security relies on the user's API token limits and the host platform's execution policies. No native access controls or compliance certifications are specified in the listing.

L7 · Agent Ecosystem✓ mapped

Designed for the MCP ecosystem, allowing other agents to invoke search. A compromised agent in the ecosystem could abuse this tool to perform reconnaissance or exfiltrate data via search queries.

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