agent-security-audit

Auditing AI agent security involves cataloging every tool, file path, network access, and credential the agent can access. This process maps risk surfaces and validates guardrails across CLAUDE.md files, MCP configs, and orchestration code to identify exposure points before production deployment.

Prompt-injection surface analysis evaluates user messages, tool outputs, and resources for prompt-injection risks. It identifies unintended tool invocations and data exfiltration paths within the agent setup to ensure appropriate safeguards and confirmations are established.

Inventorying permissions in an MCP server setup requires enumerating every tool, file system path, network access, and credential the agent possesses. This audit flags capabilities extending beyond the agent's stated purpose to highlight excessive permissions.

Yes, the security audit assesses whether safeguards, confirmations, logging, and sandboxing are in place and compliant with OWASP guidelines. It validates these guardrails across agent manifests and codebase to ensure comprehensive compliance and risk reduction.

The best way to identify data exfiltration paths is to audit the AI agent setup by mapping network access and tool permissions. This reveals unauthorized data transit routes and validates whether existing guardrails effectively prevent exfiltration.

Yes, you can use this audit to review a CLAUDE.md based agent setup and identify exposure points before production deployment. It maps security risk surfaces and validates guardrails to ensure safe agent orchestration and operation.