OPFOR

Open-source adversary emulation that attacks your own AI agents and MCP servers before real attackers do.

PlatformWebfreeglobal

An open-source adversary-emulation platform that runs automated attacks against AI agents, LLM applications, and MCP servers to surface jailbreaks, prompt-injection issues, and OWASP LLM Top-10 vulnerabilities via CLI, IDE, or browser extension. It is intended for teams shipping production AI agents and for security engineers validating MCP deployments, providing a self-hosted way to automate red-teaming that would otherwise be manual and inconsistent.

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Behind the summary, Matchbox keeps a richer profile of OPFOR - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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