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Richard Abishai (@richardabish_ai) on X
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Richard Abishai (@richardabish_ai) on X

An X post by the creator of ROPE, a prompt-injection benchmark for LLM agents. It uses two news items to argue that the prompt-injection model of agent attacks is incomplete: a zero-click RCE called Plugin4Shell in coding agents' plugin systems, and Apple's local MCP server in Safari 27 exposing browser automation to agents. Neither involved persuading a model. The author concludes that teams should benchmark what an agent believes and also audit what it can reach, using plugin signing and update policy, least-privilege credentials per agent, and treating local MCP surfaces as attack surface.

TL;DR Agent threats aren't only prompt injection: plugin RCE (Plugin4Shell) and new local MCP surfaces (Safari 27) show that agent reach needs auditing too.

Organisations named here

  • Plugin4Shell

Technologies named here

  • Major coding agents
  • ROPE
  • Safari 27
  • Plugin4Shell
  • Safari 27 local MCP server
  • AI Agent Store
  • Model Context Protocol
  • Safari

Techniques named here

  • Prompt injection against LLM agents
  • Zero click remote code execution via agent plugin