Scrape.do — agentic threat model
Scrape.do acts primarily as a data acquisition utility rather than a highly autonomous agent, presenting low direct agentic risk but posing significant data provenance, compliance, and proxy-abuse risks if integrated insecurely into downstream AI pipelines.
OWASP AIVSS score rationale
| Autonomy of Action | 0.20 | |
| Goal-Driven Planning | 0.10 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.10 | |
| Persistent Memory | 0.10 | |
| Contextual Awareness | 0.20 | |
| Dynamic Identity | 0.40 | |
| Multi-Agent Interactions | 0.00 | |
| 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.
Not certain from the listing — Scrape.do is a scraping utility and does not explicitly mention hosting or training its own foundation models, though it formats data for them.
Highly relevant. The tool's primary function is data extraction. Risks include data poisoning (scraping malicious or manipulated web content), lack of data lineage/provenance, and downstream ingestion of intellectual property or PII without consent.
Not certain from the listing — Scrape.do acts as an external tool/API rather than an orchestration framework, though insecure integration into an agent's toolset could lead to SSRF or prompt injection via scraped content.
Relevant. The service manages proxy rotation and anti-blocking mechanisms. Infrastructure risks include proxy pool abuse, potential exposure of scraping nodes, and the security of the API gateway handling the requests.
Not certain from the listing — There is no mention of built-in evaluation, content filtering, or guardrails to detect if the scraped data contains malicious payloads or toxic content before delivery.
Highly relevant. Bypassing IP blocks and scraping 'any website' raises significant compliance, terms of service (ToS), and legal risks (e.g., GDPR, CCPA, copyright infringement) that are not addressed in the brief listing.
Not certain from the listing — No multi-agent coordination or marketplace ecosystem features are described.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.