Ideas
aisecurityagents

AI agent security scanner

Create a tool that automatically detects vulnerabilities in AI agent tool access configurations. For developers building autonomous agents.

Why now

As more teams deploy AI agents, security flaws in their tool permissions are becoming a critical blind spot.

Who for
AI agent developers
Business model
Pay-per-scan SaaS
Effort
A few weeks

AI agents often have overly broad access to APIs/databases, creating security risks. Build a scanner that analyzes an agent's tool permissions and flags dangerous patterns (excessive scopes, missing auth, etc.).

Offer both CLI and SaaS versions. Start by checking for the top 3-5 most common vulnerabilities. Charge based on scan volume.

Competition from cloud providers adding similar features is the main risk.

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AI agent security scanner — Ideas