IPLocate MCP Server — agentic threat model
The IPLocate MCP Server is a read-only intelligence tool with a low agentic risk profile, primarily serving as an informational enrichment source for security triage and fraud detection without direct system-modification capabilities.
OWASP AIVSS score rationale
| 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 | 0.10 | |
| Non-Determinism | 0.10 | |
| 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.
Not certain from the listing — The agent relies on external LLMs via the Model Context Protocol (MCP) to interpret user queries and map them to IP lookup parameters. The primary L1 risk is indirect prompt injection where malicious IP metadata or WHOIS records could attempt to hijack the calling model's context.
The agent performs read-only lookups against the IPLocate.io API. There is no local vector database or RAG training pipeline, minimizing data poisoning risks, though reliance on external API availability and accuracy introduces a minor data integrity dependency.
Exposes specific, well-defined MCP tools for IP geolocation, proxy detection, and abuse contact lookups. The tool-calling surface is narrow and read-only, limiting the risk of destructive tool misuse or command injection.
Not certain from the listing — The deployment environment of the MCP server itself is not specified. Standard infrastructure threats apply, such as the exposure of the IPLocate.io API key if not securely injected and stored within the host environment.
Not certain from the listing — The directory listing does not detail logging, rate-limiting, or telemetry features. Observability is likely dependent on the host MCP client's execution logging and external API gateway monitoring.
Not certain from the listing — No specific authentication, authorization, or compliance certifications (like SOC2) are mentioned. Access control is implicitly managed by the host application integrating this MCP server.
Designed to operate as a utility tool within broader agentic workflows (e.g., security orchestration). While it does not autonomously coordinate multi-agent tasks, compromised upstream agents could exploit its lookup capabilities to perform reconnaissance on target networks.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).