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 *Resources to evaluate agent security performance.*
 
 - **[CVE Bench](https://github.com/uiuc-kang-lab/cve-bench)** - A benchmark for evaluating an AI agent's ability to exploit real-world web application vulnerabilities (useful for testing defensive agents).
+- **[mcp-defense-bench](https://github.com/Gowthaman90/mcp-defense-bench)** - Vendor-neutral benchmark measuring how much of the Model Context Protocol (MCP) attack surface a defensive proxy/gateway/scanner covers (22–24 vectors), crosswalked to NIST AI RMF and the OWASP LLM/Agentic Top 10; ships fixtures, tool adapters, a live leaderboard, and a citable DOI.
 
 ## 🆔 Identity & Authentication
 *Tools to manage agent identity (non-human identities).*