Mirascope — agentic threat model
Mirascope is an open-source developer toolkit rather than a standalone agent, meaning its primary risk lies in how developers implement its dynamic tool calling and structured data features. Without built-in sandboxing or guardrails, insecure configurations could lead to tool misuse or injection vulnerabilities.
OWASP AIVSS score rationale
| Autonomy of Action | 0.20 | |
| Goal-Driven Planning | 0.20 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 0.10 | |
| Contextual Awareness | 0.30 | |
| Dynamic Identity | 0.10 | |
| 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.
Not certain from the listing — Mirascope is an integration toolkit and does not bundle or host foundation models directly, but facilitates calling them dynamically.
Not certain from the listing — Mirascope focuses on structured data extraction and generation, but does not natively manage vector stores or data pipelines.
Mirascope provides abstractions for dynamic tool calling and structured data generation. The primary threat is insecure tool integration or injection vulnerabilities in dynamically configured calls.
Not certain from the listing — As an open-source Python toolkit, deployment, sandboxing, and infrastructure security are entirely the responsibility of the implementing developer.
Not certain from the listing — Mirascope does not explicitly detail built-in evaluation, logging, or guardrail mechanisms within its core toolkit.
Not certain from the listing — The toolkit does not specify built-in authentication, authorization, or compliance controls, leaving these to the host application.
Not certain from the listing — While it can integrate with other frameworks, Mirascope does not natively define a multi-agent ecosystem or marketplace.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).